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upvoted 9 papers about 13 hours ago

10 Open Challenges Steering the Future of Vision-Language-Action Models

Paper • 2511.05936 • Published 4 days ago • 3

DigiData: Training and Evaluating General-Purpose Mobile Control Agents

Paper • 2511.07413 • Published 1 day ago • 3

RLoop: An Self-Improving Framework for Reinforcement Learning with Iterative Policy Initialization

Paper • 2511.04285 • Published 5 days ago • 4

Robot Learning from a Physical World Model

Paper • 2511.07416 • Published 1 day ago • 6

SofT-GRPO: Surpassing Discrete-Token LLM Reinforcement Learning via Gumbel-Reparameterized Soft-Thinking Policy Optimization

Paper • 2511.06411 • Published 2 days ago • 13

RedOne 2.0: Rethinking Domain-specific LLM Post-Training in Social Networking Services

Paper • 2511.07070 • Published 1 day ago • 14

IterResearch: Rethinking Long-Horizon Agents via Markovian State Reconstruction

Paper • 2511.07327 • Published 1 day ago • 57

HaluMem: Evaluating Hallucinations in Memory Systems of Agents

Paper • 2511.03506 • Published 6 days ago • 70

Real-Time Reasoning Agents in Evolving Environments

Paper • 2511.04898 • Published 5 days ago • 6

upvoted 7 papers 1 day ago

EVTAR: End-to-End Try on with Additional Unpaired Visual Reference

Paper • 2511.00956 • Published 9 days ago • 4

SAIL-RL: Guiding MLLMs in When and How to Think via Dual-Reward RL Tuning

Paper • 2511.02280 • Published 8 days ago • 2

SIMS-V: Simulated Instruction-Tuning for Spatial Video Understanding

Paper • 2511.04668 • Published 5 days ago • 4

Too Good to be Bad: On the Failure of LLMs to Role-Play Villains

Paper • 2511.04962 • Published 5 days ago • 44

Towards Mitigating Hallucinations in Large Vision-Language Models by Refining Textual Embeddings

Paper • 2511.05017 • Published 5 days ago • 5

DeepEyesV2: Toward Agentic Multimodal Model

Paper • 2511.05271 • Published 4 days ago • 34

Visual Spatial Tuning

Paper • 2511.05491 • Published 4 days ago • 40

upvoted 4 papers 4 days ago

TabTune: A Unified Library for Inference and Fine-Tuning Tabular Foundation Models

Paper • 2511.02802 • Published 7 days ago • 12

Orion-MSP: Multi-Scale Sparse Attention for Tabular In-Context Learning

Paper • 2511.02818 • Published 7 days ago • 13

UniAVGen: Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions

Paper • 2511.03334 • Published 6 days ago • 48

Learning Vision-Driven Reactive Soccer Skills for Humanoid Robots

Paper • 2511.03996 • Published 6 days ago • 3