Marie-Claire Dupont

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upvoted a paper 3 days ago

Agent Skills Should Go Beyond Text: The Case for Visual Skills

Paper • 2606.01414 • Published 7 days ago • 10

upvoted a paper 13 days ago

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Paper • 2605.20025 • Published 19 days ago • 186

upvoted a paper 15 days ago

Physics-R1: An Audited Olympiad Corpus and Recipe for Visual Physics Reasoning

Paper • 2605.14040 • Published 25 days ago • 5

upvoted a paper 16 days ago

Be Kind, Rewrite: Benign Projections via Rewriting Defend Against LLM Data Poisoning Attacks

Paper • 2605.19147 • Published 20 days ago • 3

upvoted a paper 19 days ago

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

Paper • 2605.12882 • Published 25 days ago • 270

upvoted a paper 20 days ago

Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation

Paper • 2605.11739 • Published 25 days ago • 59

upvoted a paper 24 days ago

Sparse Autoencoders as Plug-and-Play Firewalls for Adversarial Attack Detection in VLMs

Paper • 2605.07447 • Published about 1 month ago • 4

upvoted 2 papers about 2 months ago

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 506

When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models

Paper • 2604.08546 • Published Apr 9 • 115

upvoted 5 papers 2 months ago

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 • 343

STRIDE: When to Speak Meets Sequence Denoising for Streaming Video Understanding

Paper • 2603.27593 • Published Mar 29 • 12

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

Paper • 2603.19835 • Published Mar 20 • 352

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

Paper • 2603.22458 • Published Mar 23 • 137

upvoted 5 papers 3 months ago

Demystifing Video Reasoning

Paper • 2603.16870 • Published Mar 17 • 373

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

Paper • 2603.04597 • Published Mar 4 • 211

Does Your Reasoning Model Implicitly Know When to Stop Thinking?

Paper • 2602.08354 • Published Feb 9 • 266

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 525

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

Paper • 2602.10693 • Published Feb 11 • 221

upvoted a paper 4 months ago

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

Paper • 2602.12783 • Published Feb 13 • 246