Marie-Claire Dupont

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upvoted a paper 1 day ago

Denser neq Better: Limits of On-Policy Self-Distillation for Continual Post-Training

Paper • 2607.01763 • Published 7 days ago • 10

upvoted a paper 11 days ago

In-Context World Modeling for Robotic Control

Paper • 2606.26025 • Published 14 days ago • 62

upvoted a paper 20 days ago

Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models

Paper • 2606.11324 • Published 30 days ago • 170

upvoted a paper 26 days ago

IR3DE: A Linear Router for Large Language Models

Paper • 2606.06098 • Published Jun 4 • 4

upvoted 2 papers about 1 month ago

Xetrieval: Mechanistically Explaining Dense Retrieval

Paper • 2605.29507 • Published May 28 • 21

FashionLens: Toward Versatile Fashion Image Retrieval via Task-Adaptive Learning

Paper • 2605.22552 • Published May 21 • 2

upvoted 3 papers about 2 months ago

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

Paper • 2605.11609 • Published May 12 • 196

Where Should Diffusion Enter a Language Model? Geometry-Guided Hidden-State Replacement

Paper • 2605.14368 • Published May 14 • 16

Rethinking RL for LLM Reasoning: It's Sparse Policy Selection, Not Capability Learning

Paper • 2605.06241 • Published May 7 • 5

upvoted 2 papers 3 months ago

WildDet3D: Scaling Promptable 3D Detection in the Wild

Paper • 2604.08626 • Published Apr 9 • 248

Synthetic Sandbox for Training Machine Learning Engineering Agents

Paper • 2604.04872 • Published Apr 6 • 14

upvoted 7 papers 4 months ago

InCoder-32B: Code Foundation Model for Industrial Scenarios

Paper • 2603.16790 • Published Mar 17 • 312

HSImul3R: Physics-in-the-Loop Reconstruction of Simulation-Ready Human-Scene Interactions

Paper • 2603.15612 • Published Mar 16 • 153

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

The Trinity of Consistency as a Defining Principle for General World Models

Paper • 2602.23152 • Published Feb 26 • 203

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 • 526

upvoted 2 papers 5 months ago

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