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Daily Papers

by AK and the research community

Oct 25

Submitted by

ClownRat

Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss

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9 authors

Submitted by

canyuchen

Can Knowledge Editing Really Correct Hallucinations?

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5 authors

Submitted by

ZetangForward

LOGO -- Long cOntext aliGnment via efficient preference Optimization

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5 authors

Submitted by

dyyyyyyyy

Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch

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6 authors

Submitted by

wwen1997

Framer: Interactive Frame Interpolation

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9 authors

Submitted by

flavoredquark

Unbounded: A Generative Infinite Game of Character Life Simulation

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8 authors

Submitted by

WooooDyy

Distill Visual Chart Reasoning Ability from LLMs to MLLMs

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9 authors

Submitted by

yuzhaouoe

Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering

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8 authors

Submitted by

Chancy

Why Does the Effective Context Length of LLMs Fall Short?

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8 authors

Submitted by

chiennv

Taipan: Efficient and Expressive State Space Language Models with Selective Attention

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11 authors

Submitted by

Amirhossein-Alimohammadi

SMITE: Segment Me In TimE

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6 authors

Submitted by

EvanTHU

MotionCLR: Motion Generation and Training-free Editing via Understanding Attention Mechanisms

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5 authors

Submitted by

chrisliu298

Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs

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9 authors

Submitted by

jiang719

WAFFLE: Multi-Modal Model for Automated Front-End Development

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4 authors

Submitted by

Shilin-LU

Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances

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5 authors

Submitted by

wangfuyun

Stable Consistency Tuning: Understanding and Improving Consistency Models

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3 authors

Submitted by

ahmedheakl

CAMEL-Bench: A Comprehensive Arabic LMM Benchmark

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10 authors

Submitted by

ldwang

CCI3.0-HQ: a large-scale Chinese dataset of high quality designed for pre-training large language models

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10 authors

Submitted by

aryopg

DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations

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8 authors

Submitted by

Zhiwei840

ADEM-VL: Adaptive and Embedded Fusion for Efficient Vision-Language Tuning

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6 authors

Submitted by

Zcchill

Value Residual Learning For Alleviating Attention Concentration In Transformers

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4 authors

Submitted by

CharlesDDDD

Language Models are Symbolic Learners in Arithmetic

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5 authors

Submitted by

Fulu2024

The Nature of Mathematical Modeling and Probabilistic Optimization Engineering in Generative AI

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1 authors

Submitted by

mnoukhov

Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models

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6 authors

Submitted by

Dominic789654

Should We Really Edit Language Models? On the Evaluation of Edited Language Models

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7 authors

Submitted by

brando

ZIP-FIT: Embedding-Free Data Selection via Compression-Based Alignment

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7 authors

Submitted by

Yingdong-Hu

Data Scaling Laws in Imitation Learning for Robotic Manipulation

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6 authors

Submitted by

brando

Pantograph: A Machine-to-Machine Interaction Interface for Advanced Theorem Proving, High Level Reasoning, and Data Extraction in Lean 4

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5 authors

Submitted by

mamaj92

Multi-Draft Speculative Sampling: Canonical Architectures and Theoretical Limits

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6 authors