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Daily Papers

by AK and the research community

Oct 11

Submitted by

zhoutianyi

WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents

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7 authors

Submitted by

AJZhou

MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code

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8 authors

Submitted by

tellarin

MLLM as Retriever: Interactively Learning Multimodal Retrieval for Embodied Agents

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4 authors

Submitted by

ChenMnZ

PrefixQuant: Static Quantization Beats Dynamic through Prefixed Outliers in LLMs

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6 authors

Submitted by

Ningyu

Benchmarking Agentic Workflow Generation

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9 authors

Submitted by

thomagram

DART: Denoising Autoregressive Transformer for Scalable Text-to-Image Generation

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8 authors

Submitted by

xw-eric

Agent S: An Open Agentic Framework that Uses Computers Like a Human

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6 authors

Submitted by

AristHe

DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models

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17 authors

Submitted by

Lingaaaaaaa

Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow

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5 authors

Submitted by

mdorkenw

GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models

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15 authors

Submitted by

passing2961

Intriguing Properties of Large Language and Vision Models

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5 authors

Submitted by

akhaliq

Progressive Autoregressive Video Diffusion Models

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8 authors

Submitted by

zheyang-hf

Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition

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14 authors

Submitted by

freesunshine0316

Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning

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8 authors

Submitted by

ytaek-oh

Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality

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5 authors

Submitted by

YuxinXiao

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe

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5 authors

Submitted by

Yiyuan

Scaling Up Your Kernels: Large Kernel Design in ConvNets towards Universal Representations

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3 authors

Submitted by

weizechen

Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System

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6 authors

Submitted by

Ksgk-fy

Emergent properties with repeated examples

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2 authors

Submitted by

SivilTaram

Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates

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6 authors

Submitted by

thughost

Accelerated Preference Optimization for Large Language Model Alignment

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3 authors

Submitted by

fwnlp

Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models

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6 authors

Submitted by

yzhuang

Vector-ICL: In-context Learning with Continuous Vector Representations

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5 authors

Submitted by

RuijieZhu

MotionGS: Exploring Explicit Motion Guidance for Deformable 3D Gaussian Splatting

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8 authors

Submitted by

sogeeking

Zebra: In-Context and Generative Pretraining for Solving Parametric PDEs

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5 authors

Submitted by

pprp

LPZero: Language Model Zero-cost Proxy Search from Zero

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7 authors