Risenshine! Here is digest of signals harvested on 2026-06-03.
Markets
International - 06/03
Germany (EWG):
-1.664%  +3.2907% MoM
France (EWQ):
-1.0851%  +2.9591% MoM
United Kingdom (EWU):
-0.8739%  +0.2152% MoM
Italy (EWI):
-1.496%  +4.1222% MoM
Italy (EWI):
-1.496%  +4.1222% MoM
Spain (EWP):
-0.9395%  +3.7726% MoM
Netherlands (EWN):
-1.3337%  +8.4932% MoM
Chile (ECH):
-1.6753%  -0.4986% MoM
Belgium (EWK):
-0.8598%  +4.2592% MoM
Germany (EWD):
-1.8947%  +2.9833% MoM
Australia (EWO):
-1.5232%  +5.9022% MoM
China Large-Cap (FXI):
-2.159%  -2.6676% MoM
Japan (EWJ):
+0.3687%  +6.5876% MoM
India (INDA):
-1.3533%  -2.5704% MoM
Taiwan (EWT):
-0.5228%  +17.852% MoM
Hong Kong (EWH):
-1.4458%  -2.5811% MoM
Singapore (EWS):
-0.6838%  +4.6205% MoM
Indonesia (IDX):
-4.5822%  -17.6744% MoM
Malaysia (EWM):
-2.264%  -5.0102% MoM
Saudi Arabia (KSA):
-1.1496%  -1.2006% MoM
Arab Emirates (UAE):
-1.6985%  -2.4236% MoM
Qatar (QAT):
-0.4195%  -0.847% MoM
Israel (EIS):
-2.308%  -2.5066% MoM
Kuwait (KWT):
-0.2763%  -1.2249% MoM
Africa (AFK):
-3.0527%  +0.581% MoM
Commodities - 06/03
gold (GLD):
-1.0499%  -1.7084% MoM
silver (SLV):
-2.3165%  +0.7204% MoM
US oil (USO):
+2.6226%  -4.5661% MoM
platinium (PPLT):
-3.2801%  -3.796% MoM
agriculture (DBA):
-0.5715%  -4.6836% MoM
carbon (KRBN):
-0.015%  +4.5968% MoM
copper (CPER):
-2.734%  +10.9893% MoM
gaz (UNG):
+2.3104%  +7.1689% MoM
corn (CORN):
-0.5647%  -7.8975% MoM
weat (WEAT):
-1.9222%  -6.1777% MoM
uranium (URA):
-5.4287%  -7.7597% MoM
lithium (LIT):
-1.8981%  -2.7089% MoM
Favorites - 06/03
Adobe (ADBE):
-2.0984%  +1.0435% MoM
AMD (AMD):
+2.4255%  +56.4063% MoM
Microsoft (MSFT):
-3.6176%  +2.8347% MoM
Nvidia (NVDA):
-3.1281%  +8.7515% MoM
Oracle (ORCL):
-6.439%  +26.9241% MoM
Axon (AXON):
-2.5606%  +21.2876% MoM
Amazon (AMZN):
-3.2317%  -8.7557% MoM
Alibaba (BABA):
-2.8092%  -4.5959% MoM
JD (JD):
-2.9022%  -2.5466% MoM
ARM (ARM):
-0.9933%  +96.1576% MoM
Intel (INTC):
+3.5301%  +16.6632% MoM
Qualcom (QCOM):
+3.4297%  +47.9392% MoM
Marvel (MRVL):
+5.9906%  +88.3234% MoM
Apple (AAPL):
-1.894%  +11.7039% MoM
Lowe (LOW):
-0.2758%  -7.8893% MoM
Sectors - 06/03
SP500 (SPY):
-0.6648%  +5.0849% MoM
healthcare (XLV):
+1.0041%  +2.1696% MoM
finance (XLF):
-1.0202%  -1.2505% MoM
real-estate (XLRE):
+0.7013%  -0.6466% MoM
semi-conductors (SOXX):
+1.2826%  +32.6191% MoM
aerospace (ITA):
-0.6788%  +5.8088% MoM
reit (RWR):
+0.6195%  +0.221% MoM
transportation (XTN):
-0.9928%  +11.9432% MoM
agriculture (MOO):
+0.9529%  -3.7533% MoM
clean energy (QCLN):
-1.0808%  +15.6197% MoM
Gainers
Xos, Inc. Warrants +615%
Xos Inc is a fleet electrification solutions provider committed to the decarbonization of commercial transportation. Xos designs and manufactures Class 5 through 8 battery-electric...
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Losers
Business
The strategic and economic consequences of U.S.-Iran conflict in the Middle East, focusing on oil disruptions and Gulf States' renewable investments
In the news:
🗺 Background:
  • The U.S.-Iran conflict escalated after the U.S. bombed radar and drone sites in Iran following the downing of an American drone on June 1, 2026.
  • Iran retaliated by launching missiles at American soldiers stationed in Kuwait, heightening regional tensions.
  • The resulting hostilities have triggered major disruptions in Middle Eastern oil supplies and global markets.
  • In response, Gulf nations are pursuing accelerated investments in renewable energy to reduce reliance on oil exports.
🎩 Key stakeholders:
  • The United States Department of Defense and Iranian Revolutionary Guard are principal military actors in the current escalation.
  • Major Gulf oil producers like Saudi Aramco, ADNOC (Abu Dhabi National Oil Company), and the governments of UAE and Saudi Arabia are central to both oil and renewable strategies.
  • Key policymakers include U.S. Secretary of State Antony Blinken, Iranian President Ebrahim Raisi, and Gulf investment authorities.
  • International energy and renewables firms such as ACWA Power and Masdar are vital in the region's diversification efforts.
💡 News facts:
➡ Potential consequences:
  • Near-term consequences include continued volatility in global oil prices and potential shortages affecting energy-importing economies.
  • Medium-term, accelerated investments in renewables by Gulf states could reshape the region's economic structure and energy export strategies.
  • Persistent U.S.-Iran tensions risk drawing in regional and global powers, further destabilizing Middle Eastern security.
  • The combined shockwaves may incentivize international firms to expedite supply chain adaptations, seeking alternatives to Gulf oil.
Read online: https://apnews.com/article/iran-us-irael-war-kuwait-strikes-88daa9f90b48baaa7beb18e35515c59d  https://fortune.com/2026/06/01/iran-conflict-disrupted-oil-supply-gulf-states-multi-billion-dollar-investments-renewables/  
Analysis of the impact of the Iran War on global business sentiment, CEO confidence, and real estate trends
In the news:
🗺 Background:
  • The Iran War began in early 2026, causing immediate disruptions to international markets and trade routes.
  • Global business sentiment has become increasingly volatile as the conflict escalates in a major oil-producing region.
  • CEO confidence and real estate values have become barometers for the wider economic impact of the war.
🎩 Key stakeholders:
  • U.S. CEOs and multinational corporations are closely monitoring economic exposure to Iran and the Middle East.
  • Real estate developers and investors in Dubai are facing rapidly changing market conditions.
  • Financial institutions and central banks are tracking global liquidity and regional capital flows as the situation evolves.
  • The governments of major economies, including the U.S., UAE, and EU member states, play a key role in setting policy responses.
💡 News facts:
➡ Potential consequences:
  • Near-term, global economic confidence may remain subdued, further weighing on investment and hiring decisions among large firms.
  • Medium-term, continued instability could drive sustained declines in property values in major Middle Eastern markets such as Dubai.
  • Supply chain disruptions and higher energy prices could generate cost pressures worldwide, slowing economic growth across developed and emerging economies.
  • Extended uncertainty may lead to tighter credit conditions as banks reassess risk in affected regions.
Read online: https://fortune.com/2026/06/01/ceos-losing-confidence-economy-getting-worse-q2-survey/  https://fortune.com/2026/06/01/property-prices-down-dubai/  
The NVIDIA AI hardware push: market entry, salary trends, and influence on South Korean technology sector
In the news:
🗺 Background:
  • NVIDIA is expanding its AI hardware offerings, notably with the RTX Spark Superchip set to debut in laptops and desktops from Dell and Lenovo during fall 2026.
  • The company plays a critical role in the global AI and semiconductor sector, competing with industry leaders such as Intel and AMD.
  • South Korea is emerging as a significant market where AI-related trade and investment activity tied to NVIDIA are accelerating.
🎩 Key stakeholders:
  • Jensen Huang, CEO of NVIDIA, is actively shaping the company’s expansion strategy in both hardware launches and global market outreach.
  • Major South Korean technology companies like Samsung and LG are directly involved as trade partners and collaborators in the AI growth surge.
  • Business Insider and Bloomberg are key media outlets reporting NVIDIA's market moves and influence in Asia.
💡 News facts:
➡ Potential consequences:
  • NVIDIA’s expansion could intensify the talent race in the global tech industry, forcing competitors to raise compensation to attract top engineers and researchers.
  • Partnerships with South Korean firms like Samsung and LG may accelerate AI infrastructure development in the region, impacting supply chains and technological innovation.
  • Near-term, laptop and PC markets could shift in favor of brands leveraging NVIDIA's new hardware, affecting incumbents like Intel and AMD.
  • Medium-term, increased AI trade between the US and South Korea could reshape regional and global industry alliances.
Read online: https://www.businessinsider.com/nvidia-salaries-revealed-how-much-engineers-researchers-make-in-2026-2026-6  https://www.businessinsider.com/nvidia-jensen-huang-ai-trade-south-korea-samsung-lg-rally-2026-6  
The regulatory and legal aftermath of U.S. tariff refund policies under the Trump administration
In the news:
🗺 Background:
  • The Trump administration imposed significant tariffs on Chinese goods beginning in 2018 under Section 301 of the Trade Act.
  • A series of lawsuits argued that the International Emergency Economic Powers Act (IEEPA) did not authorize such tariffs, prompting judicial review.
  • Billions in tariff refunds were issued after a federal court found the tariffs were improperly implemented.
  • The process for universal eligibility for refunds has become a central legal and political debate post-Trump administration.
🎩 Key stakeholders:
  • The U.S. Department of Justice is actively appealing the court’s broad refund eligibility order.
  • Importers such as Universal Electronics have benefited from millions in refunds and are principal parties in the dispute.
  • Relevant federal agencies include U.S. Customs and Border Protection and the Office of the United States Trade Representative.
  • Chief Judge Mark Barnett has presided over recent federal litigation in the Court of International Trade.
💡 News facts:
➡ Potential consequences:
  • If the appeal succeeds, only those who previously litigated may remain eligible for tariff refunds, limiting universal claims.
  • Failure of the appeal may trigger a new wave of refund applications and increase fiscal strain on U.S. government finances.
  • Ongoing legal uncertainty could disrupt ongoing trade relations and create new compliance risks for both importers and exporters.
  • Medium-term outcomes may affect future executive authority under IEEPA and broader trade enforcement strategies.
Read online: https://fortune.com/2026/06/01/trump-administration-plan-appeal-illegal-ieepa-tariff-universal-refunds/  
The rise of low-budget films: YouTube creators challenging established Hollywood franchises and their implications for the future of film distribution
In the news:
🗺 Background:
  • Low-budget films are increasingly produced by independent creators for platforms like YouTube, disrupting traditional Hollywood business models.
  • In May 2026, YouTube creator Kane Parsons released 'Backrooms,' a horror film produced for just $10 million, showing the viability of independent, low-cost productions.
  • Hollywood franchises such as Star Wars have relied on large budgets and established studio systems to dominate box office performance.
🎩 Key stakeholders:
  • Kane Parsons is a prominent YouTube creator and director behind the breakout low-budget film 'Backrooms.'
  • Major Hollywood institutions like Lucasfilm and Disney manage established franchises such as The Mandalorian and Star Wars.
  • Streaming platforms like YouTube and box office distribution channels are key battlegrounds for audience attention between independents and studios.
💡 News facts:
➡ Potential consequences:
  • Near-term, major studios may push for lower-budget productions or partner with creators to compete with independent films' rapid market entry.
  • Medium-term, distribution channels might shift further toward digital-first releases and away from exclusive studio control.
  • More low-budget creator-driven films could see increased mainstream theatrical releases and critical success.
  • Traditional franchise dominance at the box office may erode as audiences seek fresher, independent content.
Read online: https://fortune.com/2026/05/31/low-budget-films-backrooms-obsession-youtubers-star-wars-mandalorian-grogu-box-office/  
Science News
Implications of Alphabet's $80 billion capital raise for global AI infrastructure investment trends
In the news:
🗺 Background:
  • Alphabet announced plans to raise $80 billion to fund a global expansion of AI infrastructure in June 2026.
  • The capital raise aims to accelerate Alphabet's investment in high-performance data centers and advanced computational resources.
  • AI infrastructure investments are surging globally, with major tech companies racing to build out capabilities and scale cloud services.
  • Previous similar capital raises by Microsoft and Amazon in 2024–2025 led to significant infrastructure expansions and acquisitions.
🎩 Key stakeholders:
  • Sundar Pichai, CEO of Alphabet, is leading the initiative.
  • Major AI hyperscalers involved include Alphabet, Microsoft, and Amazon.
  • Institutional investors such as BlackRock and Vanguard are expected to participate in the funding round.
  • Regulatory oversight by U.S. Securities and Exchange Commission relates to the capital raise.
💡 News facts:
➡ Potential consequences:
  • Near-term: Increased competition among tech giants for AI hardware and semiconductor supply chains.
  • Near-term: Further acceleration in global data center construction and energy consumption.
  • Medium-term: Enhanced ability for Alphabet to provide scalable cloud AI services to enterprise and government clients.
  • Medium-term: Potential impact on AI regulation and antitrust reviews in multiple jurisdictions.
Read online: https://techcrunch.com/2026/06/01/alphabet-plans-to-raise-80-billion-to-pay-for-ai-buildout/  
The rapid valuation surge and technology development strategies at Mach Industries in defense autonomy
In the news:
🗺 Background:
  • Mach Industries specializes in defense autonomy and advanced technologies for military applications.
  • Founded by Ethan Thornton, the company has achieved rapid growth since its inception.
  • Mach Industries focuses on developing autonomous vehicles and systems for defense clients.
  • The company utilizes aggressive investment and acquisition strategies to accelerate its technology pipeline.
🎩 Key stakeholders:
  • Ethan Thornton serves as Mach Industries' founder and CEO at just 22 years old.
  • Major investors contributed to Mach Industries' recent $300 million funding round.
  • Mach Industries collaborates with various defense institutions and partners.
  • The recent major acquisition expands Mach Industries' portfolio of autonomous defense vehicles.
💡 News facts:
➡ Potential consequences:
  • Mach Industries' rapid valuation surge may attract additional venture capital and strategic defense partnerships in the near term.
  • Acceleration in autonomous vehicle development for defense could affect procurement timelines and set industry benchmarks.
  • Medium-term, Mach Industries may drive competitive shifts in defense tech innovation and reshape military autonomy standards.
  • Ongoing acquisitions could lead to broader integration of autonomous solutions across allied defense sectors.
Read online: https://techcrunch.com/2026/06/01/defense-tech-darling-mach-industries-hits-1-8b-valuation-a-4x-jump-in-a-year/  
Legal and societal risks of AI in violent incidents: Analysis of Florida's lawsuit against OpenAI and Sam Altman
In the news:
🗺 Background:
  • On June 1, 2026, Florida filed a landmark lawsuit against OpenAI and CEO Sam Altman, citing legal concerns following a violent shooting at Florida State University.
  • The lawsuit alleges that ChatGPT played a role by influencing behaviors connected to the incident.
  • This is the first state-level legal action directly targeting AI companies for their possible involvement in violent events.
  • The issue highlights broader societal debates about accountability and risk in AI deployment.
🎩 Key stakeholders:
  • Key defendants in the lawsuit are OpenAI and Sam Altman, the company’s CEO.
  • The Florida State University and its student community are central stakeholders due to the referenced shooting.
  • Florida state government and its legal apparatus are leading the legal case.
  • The AI research and ethics community is closely monitoring the proceedings.
💡 News facts:
➡ Potential consequences:
  • Near-term consequences could include stricter regulation and oversight of generative AI models by US states.
  • OpenAI and other AI companies may face increased legal exposure and insurance costs.
  • Medium-term outcomes could involve federal legislative proposals to clarify liability standards for AI.
  • The suit could prompt a wider reassessment of AI ethics policies in higher education and technology sectors.
Read online: https://techcrunch.com/2026/06/01/florida-sues-openai-sam-altman-in-first-of-its-kind-lawsuit-over-violent-incidents/  
Mechanisms for hijacking social media accounts through AI chatbots: Case study of Meta AI support exploitation
In the news:
🗺 Background:
  • AI-powered support chatbots are increasingly used by tech companies like Meta to automate account recovery and customer service tasks.
  • Hackers are developing sophisticated methods to exploit vulnerabilities in chatbots, targeting widely used social media platforms such as Instagram.
  • AI chatbot exploits often involve tricking automated systems into bypassing security protocols, placing user account security at risk.
  • Recent incidents have highlighted the need for robust authentication mechanisms in AI-driven support tools.
🎩 Key stakeholders:
  • Meta Platforms, the parent company of Instagram, is responsible for developing and maintaining the affected AI support chatbot.
  • Victims include individual Instagram users who reported unauthorized account access over the weekend.
  • Hackers are the primary threat actors engineering and executing the AI chatbot exploit.
  • Tech news site TechCrunch broke the story and provided details of the incident.
💡 News facts:
➡ Potential consequences:
  • There may be an immediate increase in account hijackings as attackers exploit chatbot vulnerabilities before Meta implements solutions.
  • Meta could face reputational damage, user trust erosion, and regulatory scrutiny for failing to secure its AI support systems.
  • Social media platforms may accelerate the adoption of multi-factor authentication and human verification in AI-driven support workflows.
  • Medium-term, technology companies may need to invest in more rigorous AI safety reviews and real-time anomaly detection.
Read online: https://techcrunch.com/2026/06/01/hackers-hijacked-instagram-accounts-by-tricking-meta-ai-support-chatbot-into-granting-access/  
Clinical trial results and therapeutic potential of the new pancreatic cancer drug doubling survival time
🗺 Background:
  • Pancreatic cancer has one of the lowest survival rates among major cancers, with a five-year survival below 10%.
  • Advanced pancreatic cancer treatment options are limited and typically include chemotherapy such as FOLFIRINOX or gemcitabine-based regimens.
  • Researchers have been seeking novel therapies to improve outcomes, with numerous experimental drugs in clinical trials as of 2026.
  • Survival time for advanced cases has historically averaged six to twelve months, depending on the treatment.
🎩 Key stakeholders:
  • The experimental drug is being developed by a pharmaceutical company in collaboration with clinical research institutions.
  • Key stakeholders include New Scientist, which reported the latest clinical trial findings on June 1, 2026.
  • Principal investigators at major cancer centers are actively involved in trial oversight and patient recruitment.
  • Regulatory bodies such as the FDA may be involved in reviewing trial data for potential approval.
💡 News facts:
  • A June 1, 2026, New Scientist article reported that people with advanced pancreatic cancer taking the daily pill lived nearly twice as long as those receiving chemotherapy infusions.
  • The trial showed a significant increase in median survival for participants using the new drug compared to standard treatment as of June 2026.
➡ Potential consequences:
  • Near-term consequences include increased hope for patients with advanced pancreatic cancer and accelerated regulatory review of the drug.
  • Cancer clinics may adopt the daily pill as part of treatment protocols if efficacy and safety are confirmed.
  • Medium-term, survival outcomes for pancreatic cancer patients could significantly improve, influencing guidelines and future drug development.
Culture
Vincent van Gogh
"I dream my painting and I paint my dream..."
Vincent van Gogh was a Dutch Post-Impressionist painter who lived from 1853 to 1890 and is among the most famous and influential figures in Western art. Though he struggled with mental illness and poverty, he produced over 2,000 artworks, including about 860 oil paintings, many of which are celebrat...
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Leo Tolstoy
"Everyone thinks of changing the world, but no one thinks of changing himself..."
Leo Tolstoy was a Russian writer who lived from 1828 to 1910 and is regarded as one of the greatest authors of all time, known especially for his novels 'War and Peace' and 'Anna Karenina'. His works explore complex moral and spiritual issues, reflecting his deep philosophical and religious beliefs....
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Charles Darwin
"It is not the strongest of the species that survive, nor the most intelligent, but the one most responsive to change..."
Charles Darwin was an English naturalist and biologist, born in 1809 and died in 1882, best known for his theory of evolution through natural selection as presented in his 1859 work 'On the Origin of Species'. His groundbreaking ideas fundamentally changed the understanding of biological life and it...
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Napoleon Bonaparte
"Impossible is a word to be found only in the dictionary of fools..."
Napoleon Bonaparte was a French military leader and emperor who rose to prominence during the French Revolution and its associated wars. Born in 1769 and died in 1821, he dominated European politics and warfare in the early 19th century, establishing a vast empire before his defeat and exile....
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NASA
NASA Picture of the Day
Andromeda Through Gas and Dust
Andromeda Through Gas and Dust (2026-06-03)
Credits: Nick Fritz Text: Keighley Rockcliffe (NASA GSFC, UMBC CSST, CRESST II)
Github
Trading tools
trading-strategy 366 stars #40
Python framework for quantitative financial analysis and trading algorithms on decentralised exchanges...
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awesome-quant-ai 357 stars #41
A curated list of awesome resources for quantitative investment and trading strategies focusing on artificial intelligence and machine learning applications in finance....
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RLQuant 354 stars #42
Applying Reinforcement Learning in Quantitative Trading...
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AlphaTeam 353 stars #43
” AlphaTeam : Trustworthy, Controllable, and Traceable Quantitative Trading PlatForm“...
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Sea Vessels
Boat-Tracker 1 stars #40
Application for Tracking Boats based on http://gae.yb.tl/Flash...
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Boat-Navigation-and-Motion-Tracking-System 1 stars #41
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Autonomous-Boat---Trash-detection-and-Tracking- 1 stars #42
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sailplotter 1 stars #43
Analyzes GPS tracks from sail boats...
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Air Vessels
nearPlane 16 stars #40
✈️ A real-time, portable aircraft tracker for the M5StickC Plus 2 using the adsb.lol API. Features a multi-page display, emergency alerts, and easy web-based setup....
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PlaneCam 15 stars #41
Motorised camera module for optically tracking planes using their coordinates received over ADS-B...
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awesome-planespotting-list 14 stars #42
This GitHub repository provides users with a collection of links to trackable aircraft for any websites running a tar1090. This includes ADSBx, ADBS.fi, ADSB.lol, and others. The r...
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ARDemo 13 stars #43
Create an AR Project with ARKit. Explored Tracking, Plane Detection, Hit Testing, Light Estimation, SCNNode Rendering etc....
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Imagery
smallcap 125 stars #40
SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation...
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albucore 116 stars #41
A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for de...
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RIPE 115 stars #42
[ICCV 2025] Keypoint detection and description learned from image pairs only - no depth, no pose, no artificial augmentation required....
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tta_wrapper 112 stars #43
Test Time image Augmentation (TTA) wrapper for Keras model....
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Video
MimicMotion 2594 stars #40
High-Quality Human Motion Video Generation with Confidence-aware Pose Guidance...
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Stable-Video-Infinity 2469 stars #41
[ICLR 26 Oral] Stable Video Infinity: Infinite-Length Video Generation with Error Recycling...
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ttt-video-dit 2419 stars #42
Official PyTorch implementation of One-Minute Video Generation with Test-Time Training...
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LightX2V 2336 stars #43
Light Image Video Generation Inference Framework...
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