Simon Aytes

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upvoted a paper 28 days ago

WorldMM: Dynamic Multimodal Memory Agent for Long Video Reasoning

Paper • 2512.02425 • Published about 1 month ago • 23

upvoted 3 papers 3 months ago

Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs

Paper • 2510.09201 • Published Oct 10, 2025 • 49

When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs

Paper • 2510.07499 • Published Oct 8, 2025 • 48

Rethinking Reward Models for Multi-Domain Test-Time Scaling

Paper • 2510.00492 • Published Oct 1, 2025 • 27

upvoted a paper 4 months ago

Think Only When You Need with Large Hybrid-Reasoning Models

Paper • 2505.14631 • Published May 20, 2025 • 20

upvoted a paper 6 months ago

FLOAT: Generative Motion Latent Flow Matching for Audio-driven Talking Portrait

Paper • 2412.01064 • Published Dec 2, 2024 • 47

upvoted a paper 7 months ago

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23, 2025 • 81

upvoted 3 papers 8 months ago

Thinkless: LLM Learns When to Think

Paper • 2505.13379 • Published May 19, 2025 • 50

FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA

Paper • 2505.12805 • Published May 19, 2025 • 22

Delta Attention: Fast and Accurate Sparse Attention Inference by Delta Correction

Paper • 2505.11254 • Published May 16, 2025 • 48

upvoted an article 8 months ago

view article

Article

Fine-tune Deepseek-R1 with a Synthetic Reasoning Dataset

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Feb 10, 2025

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59

upvoted 4 papers 8 months ago

System Prompt Optimization with Meta-Learning

Paper • 2505.09666 • Published May 14, 2025 • 71

Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math

Paper • 2504.21233 • Published Apr 30, 2025 • 49

UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities

Paper • 2504.20734 • Published Apr 29, 2025 • 61

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Paper • 2504.17192 • Published Apr 24, 2025 • 120

upvoted a paper 9 months ago

T1: Tool-integrated Self-verification for Test-time Compute Scaling in Small Language Models

Paper • 2504.04718 • Published Apr 7, 2025 • 42

upvoted 4 papers 10 months ago

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Paper • 2503.16419 • Published Mar 20, 2025 • 77

Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models

Paper • 2503.09669 • Published Mar 12, 2025 • 35

FedRand: Enhancing Privacy in Federated Learning with Randomized LoRA Subparameter Updates

Paper • 2503.07216 • Published Mar 10, 2025 • 32

Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7, 2025 • 46