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Daily Papers

byAK and the research community

Feb 11

Submitted by

akhaliq

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

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8 authors

Submitted by

etomoscow

SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators

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5 authors

Submitted by

vanilla1116

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning

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17 authors

Submitted by

pengxiang

The Curse of Depth in Large Language Models

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6 authors

Submitted by

bidiptas

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

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4 authors

Submitted by

akhaliq

Matryoshka Quantization

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5 authors

Submitted by

JaxonK

LM2: Large Memory Models

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8 authors

Submitted by

ashraful

CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging

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3 authors

3

Submitted by

Lingaaaaaaa

ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates

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4 authors

3

Submitted by

zhijie3

Show-o Turbo: Towards Accelerated Unified Multimodal Understanding and Generation

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6 authors

Submitted by

zomss

Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding

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9 authors

Submitted by

Jiabin99

MetaChain: A Fully-Automated and Zero-Code Framework for LLM Agents

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3 authors

Submitted by

akhaliq

Lumina-Video: Efficient and Flexible Video Generation with Multi-scale Next-DiT

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19 authors

Submitted by

Paranioar

EVEv2: Improved Baselines for Encoder-Free Vision-Language Models

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9 authors

2

Submitted by

akhaliq

History-Guided Video Diffusion

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6 authors

Submitted by

ztwang

The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

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10 authors

Submitted by

akhaliq

CustomVideoX: 3D Reference Attention Driven Dynamic Adaptation for Zero-Shot Customized Video Diffusion Transformers

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12 authors

Submitted by

PY007

Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile

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7 authors

Submitted by

btrabucco

InSTA: Towards Internet-Scale Training For Agents

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4 authors

Submitted by

sahsaeedi

Dual Caption Preference Optimization for Diffusion Models

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7 authors

Submitted by

zhenglin

DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization

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6 authors

2

Submitted by

aaabiao

Steel-LLM:From Scratch to Open Source -- A Personal Journey in Building a Chinese-Centric LLM

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4 authors

Submitted by

Hanyuezhuohua

APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding

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3 authors

Submitted by

Hhaiduo

Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE

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10 authors

Submitted by

akhaliq

Embodied Red Teaming for Auditing Robotic Foundation Models

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8 authors

Submitted by

dnoever

Forbidden Science: Dual-Use AI Challenge Benchmark and Scientific Refusal Tests

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2 authors