johnaldw

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upvoted a paper 27 days ago

VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement

Paper • 2607.00446 • Published 29 days ago • 24

upvoted a paper about 1 month ago

EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts

Paper • 2606.18967 • Published Jun 17 • 24

upvoted a paper about 2 months ago

LoMo: Local Modality Substitution for Deeper Vision-Language Fusion

Paper • 2605.30265 • Published May 28 • 23

upvoted a paper 2 months ago

Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information

Paper • 2605.11609 • Published May 12 • 196

upvoted 2 papers 3 months ago

Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers

Paper • 2605.06169 • Published May 7 • 238

From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published May 3 • 171

upvoted 8 papers 4 months ago

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published Apr 3 • 639

ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation

Paper • 2604.03922 • Published Apr 5 • 53

CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence

Paper • 2603.28032 • Published Mar 30 • 344

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 353

Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models

Paper • 2603.25716 • Published Mar 26 • 157

ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling

Paper • 2603.25746 • Published Mar 26 • 155

MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding

Paper • 2603.22458 • Published Mar 23 • 139

Demystifing Video Reasoning

Paper • 2603.16870 • Published Mar 17 • 373

upvoted 6 papers 5 months ago

Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning

Paper • 2603.04597 • Published Mar 4 • 211

From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models

Paper • 2602.22859 • Published Feb 26 • 150

Does Your Reasoning Model Implicitly Know When to Stop Thinking?

Paper • 2602.08354 • Published Feb 9 • 267

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 526

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published Feb 11 • 221

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise

Paper • 2602.12783 • Published Feb 13 • 246