✨SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

📝 Summary:
SkillClaw enables collective skill evolution in multi-user LLM agent systems by aggregating user interactions to autonomously update and improve reusable skills across the ecosystem. AI-generated summ...

🔹 Publication Date: Published on Apr 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.08377
• PDF: https://arxiv.org/pdf/2604.08377

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨RewardFlow: Generate Images by Optimizing What You Reward

📝 Summary:
RewardFlow enables pretrained diffusion and flow-matching models to be guided during inference through multi-reward Langevin dynamics without requiring inversion, achieving superior performance in ima...

🔹 Publication Date: Published on Apr 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.08536
• PDF: https://arxiv.org/pdf/2604.08536
• Project Page: https://plan-lab.github.io/projects/rewardflow

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨Phantom: Physics-Infused Video Generation via Joint Modeling of Visual and Latent Physical Dynamics

📝 Summary:
Phantom is a physics-infused video generation model that jointly models visual content and latent physical dynamics to produce videos that are both visually realistic and physically consistent. AI-gen...

🔹 Publication Date: Published on Apr 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.08503
• PDF: https://arxiv.org/pdf/2604.08503
• Project Page: https://plan-lab.github.io/projects/phantom

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨PokeGym: A Visually-Driven Long-Horizon Benchmark for Vision-Language Models

📝 Summary:
Vision-Language Models face limitations in 3D embodied environments due to insufficient physical reasoning capabilities, as demonstrated by the PokeGym benchmark that reveals deadlock recovery as the ...

🔹 Publication Date: Published on Apr 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.08340
• PDF: https://arxiv.org/pdf/2604.08340

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨OpenVLThinkerV2: A Generalist Multimodal Reasoning Model for Multi-domain Visual Tasks

📝 Summary:
Gaussian GRPO addresses challenges in multimodal model training by using distributional matching to ensure gradient equity and stable reinforcement learning, enabling improved perception-reasoning bal...

🔹 Publication Date: Published on Apr 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.08539
• PDF: https://arxiv.org/pdf/2604.08539
• Project Page: https://gordonhu608.github.io/openvlthinkerv2.github.io/

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨GameWorld: Towards Standardized and Verifiable Evaluation of Multimodal Game Agents

📝 Summary:
GameWorld presents a standardized benchmark for evaluating multimodal large language model agents in video games, featuring diverse games and verified metrics for comprehensive assessment. AI-generate...

🔹 Publication Date: Published on Apr 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.07429
• PDF: https://arxiv.org/pdf/2604.07429
• Project Page: https://gameworld-bench.github.io/

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨MegaStyle: Constructing Diverse and Scalable Style Dataset via Consistent Text-to-Image Style Mapping

📝 Summary:
MegaStyle presents a scalable data curation pipeline for creating high-quality, style-consistent datasets using large generative models and proposes style-supervised contrastive learning for effective...

🔹 Publication Date: Published on Apr 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.08364
• PDF: https://arxiv.org/pdf/2604.08364
• Project Page: https://jeoyal.github.io/MegaStyle/

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨OpenSpatial: A Principled Data Engine for Empowering Spatial Intelligence

📝 Summary:
OpenSpatial presents an open-source data engine for spatial reasoning tasks using 3D bounding boxes, creating a large-scale dataset and achieving state-of-the-art performance in spatial perception ben...

🔹 Publication Date: Published on Apr 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.07296
• PDF: https://arxiv.org/pdf/2604.07296
• Github: https://github.com/VINHYU/OpenSpatial

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨Lighting-grounded Video Generation with Renderer-based Agent Reasoning

📝 Summary:
LiVER presents a diffusion-based framework for scene-controllable video generation that disentangles 3D scene properties through explicit conditioning and automated user instruction translation. AI-ge...

🔹 Publication Date: Published on Apr 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.07966
• PDF: https://arxiv.org/pdf/2604.07966

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨Automating Database-Native Function Code Synthesis with LLMs

📝 Summary:
D a t a b a s e s y s t e m s i n c o r p o r a t e a n e v e r - g r o w i n g n u m b e r o f f u n c t i o n s i n t h e i r k e r n e l s ( a . k . a . , d a t a b a s e n a t i v e f u n c t i o ...

🔹 Publication Date: Published on Apr 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.06231
• PDF: https://arxiv.org/pdf/2604.06231
• Project Page: https://code4db.github.io/hi-opencook/
• Github: https://github.com/weAIDB/OpenCook

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds

📝 Summary:
A physics-aligned simulation framework enables effective robotic manipulation of deformable objects by creating metric-consistent synthetic data that matches real-world performance. AI-generated summa...

🔹 Publication Date: Published on Apr 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.08544
• PDF: https://arxiv.org/pdf/2604.08544
• Project Page: https://internrobotics.github.io/sim1.github.io/
• Github: https://github.com/InternRobotics/SIM1

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨Structured Distillation of Web Agent Capabilities Enables Generalization

📝 Summary:
Structured synthetic trajectory generation using a frontier LLM as teacher enables open-weight web agents with superior performance and cross-environment capabilities. AI-generated summary Frontier LL...

🔹 Publication Date: Published on Apr 9

🔹 Paper Links:
• arXiv Page: https://huggingface.co/collections/McGill-NLP/a3-agent-as-annotators
• PDF: https://arxiv.org/pdf/2604.07776
• Project Page: https://agent-as-annotators.github.io/
• Github: https://github.com/McGill-NLP/agent-as-annotators

🔹 Models citing this paper:
• https://huggingface.co/McGill-NLP/A3-Qwen3.5-9B
• https://huggingface.co/McGill-NLP/A3-Qwen3.5-4B
• https://huggingface.co/McGill-NLP/A3-Qwen3.5-2B

✨ Datasets citing this paper:
• https://huggingface.co/datasets/McGill-NLP/A3-Synth

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨Structural Graph Probing of Vision-Language Models

📝 Summary:
Vision-language models exhibit structured neural topology where correlation graphs reveal behaviorally significant patterns and influential recurrent hub neurons that drive multimodal performance. AI-...

🔹 Publication Date: Published on Mar 28

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2603.27070
• PDF: https://arxiv.org/pdf/2603.27070
• Github: https://github.com/he-h/vlm-graphprobing

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨ClawBench: Can AI Agents Complete Everyday Online Tasks?

📝 Summary:
ClawBench presents a framework of 153 real-world online tasks on live platforms to evaluate AI agents. These complex multi-step tasks require capabilities like document processing and form filling. Current frontier AI models complete only a small portion, showing significant limitations for gener...

🔹 Publication Date: Published on Apr 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.08523
• PDF: https://arxiv.org/pdf/2604.08523
• Project Page: https://claw-bench.com
• Github: https://github.com/reacher-z/ClawBench

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

📝 Summary:
Supervised finetuning and reinforcement learning exhibit conditional cross-domain generalization in reasoning tasks, influenced by optimization dynamics, data quality, and model capability, with asymm...

🔹 Publication Date: Published on Apr 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.06628
• PDF: https://arxiv.org/pdf/2604.06628
• Github: https://github.com/Nebularaid2000/rethink_sft_generalization

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨ViVa: A Video-Generative Value Model for Robot Reinforcement Learning

📝 Summary:
ViVa is a video-generative value model for robot reinforcement learning. It estimates values by leveraging pretrained video generators to predict future robot dynamics, moving beyond static observations. This approach improves robot manipulation and generalizes to novel objects.

🔹 Publication Date: Published on Apr 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.08168
• PDF: https://arxiv.org/pdf/2604.08168
• Project Page: https://viva-value-model.github.io/
• Github: https://github.com/GigaAI-research/ViVa

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#Robotics #ReinforcementLearning #GenerativeAI #MachineLearning #AI

✨POS-ISP: Pipeline Optimization at the Sequence Level for Task-aware ISP

📝 Summary:
POS-ISP presents a sequence-level reinforcement learning framework for optimizing image signal processing pipelines by predicting complete module sequences and parameters in a single forward pass, imp...

🔹 Publication Date: Published on Apr 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.06938
• PDF: https://arxiv.org/pdf/2604.06938
• Project Page: https://w1jyun.github.io/POS-ISP/
• Github: https://github.com/w1jyun/POS-ISP

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨On the Global Photometric Alignment for Low-Level Vision

📝 Summary:
Photometric alignment loss addresses optimization pathologies in low-level vision by discounting photometric discrepancies through affine color alignment while preserving content restoration. AI-gener...

🔹 Publication Date: Published on Apr 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.08172
• PDF: https://arxiv.org/pdf/2604.08172

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models

📝 Summary:
ImplicitMemBench presents a novel benchmark for evaluating implicit memory in LLM agents through procedural memory, priming, and classical conditioning constructs, revealing significant performance ga...

🔹 Publication Date: Published on Apr 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.08064
• PDF: https://arxiv.org/pdf/2604.08064

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨Personalizing Text-to-Image Generation to Individual Taste

📝 Summary:
A novel dataset and predictive framework called PAMELA are introduced to model personalized image evaluations by leveraging user-specific ratings across diverse image domains, enabling more accurate p...

🔹 Publication Date: Published on Apr 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.07427
• PDF: https://arxiv.org/pdf/2604.07427
• Project Page: https://pamela-bench.github.io/

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research

✨AnomalyVFM -- Transforming Vision Foundation Models into Zero-Shot Anomaly Detectors

📝 Summary:
AnomalyVFM is a framework that enhances vision foundation models for zero-shot anomaly detection through synthetic dataset generation and parameter-efficient adaptation, achieving superior performance...

🔹 Publication Date: Published on Apr 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2601.20524
• PDF: https://arxiv.org/pdf/2601.20524
• Project Page: https://maticfuc.github.io/anomaly_vfm/
• Github: https://github.com/MaticFuc/AnomalyVFM

==================================

For more data science resources:
✓ https://t.iss.one/DataScienceT

#AI #DataScience #MachineLearning #HuggingFace #Research