Flagged Papers
25 papersRobust Reasoning as a Symmetry-Protected Topological Phase
Unifying Learning Dynamics and Generalization in Transformers Scaling Law
Robust Reasoning as a Symmetry-Protected Topological Phase
GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators
Pushing the Frontier of Audiovisual Perception with Large-Scale Multimodal Correspondence Learning
RoboVIP: Multi-View Video Generation with Visual Identity Prompting Augments Robot Manipulation
FedHypeVAE: Federated Learning with Hypernetwork Generated Conditional VAEs for Differentially Private Embedding Sharing
Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
MMGR: Multi-Modal Generative Reasoning
Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning
Falcon-H1R: Pushing the Reasoning Frontiers with a Hybrid Model for Efficient Test-Time Scaling
ImplicitRDP: An End-to-End Visual-Force Diffusion Policy with Structural Slow-Fast Learning
WorldWarp: Propagating 3D Geometry with Asynchronous Video Diffusion
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies
Heterogeneous Low-Bandwidth Pre-Training of LLMs
Mechanisms of Prompt-Induced Hallucination in Vision-Language Models
Hierarchical Dataset Selection for High-Quality Data Sharing
Optimizing Decoding Paths in Masked Diffusion Models by Quantifying Uncertainty
Asynchronous Reasoning: Training-Free Interactive Thinking LLMs
SceneMaker: Open-set 3D Scene Generation with Decoupled De-occlusion and Pose Estimation Model
RoboVIP: Multi-View Video Generation with Visual Identity Prompting Augments Robot Manipulation
Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation
Saddle-to-Saddle Dynamics Explains A Simplicity Bias Across Neural Network Architectures
Agentic Structured Graph Traversal for Root Cause Analysis of Code-related Incidents in Cloud Applications