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SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Episode 499 · · 21:44

πŸ€— Upvotes: 90 | cs.CL Authors: Loubna Ben Allal, Anton Lozhkov, Elie Bakouch, Gabriel MartΓ­n BlΓ‘zquez, Guilherme Penedo, Lewis Tunstall, AndrΓ©s ...
TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets

TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets

Episode 498 · · 23:16

πŸ€— Upvotes: 27 | cs.CE, cs.CY Authors: Yuzhe Yang, Yifei Zhang, Minghao Wu, Kaidi Zhang, Yunmiao Zhang, Honghai Yu, Yan Hu, Benyou Wang ...
Demystifying Long Chain-of-Thought Reasoning in LLMs

Demystifying Long Chain-of-Thought Reasoning in LLMs

Episode 497 · · 20:57

πŸ€— Upvotes: 26 | cs.CL, cs.LG Authors: Edward Yeo, Yuxuan Tong, Morry Niu, Graham Neubig, Xiang Yue Title: Demystifying ...
LIMO: Less is More for Reasoning

LIMO: Less is More for Reasoning

Episode 496 · · 23:37

πŸ€— Upvotes: 24 | cs.CL, cs.AI Authors: Yixin Ye, Zhen Huang, Yang Xiao, Ethan Chern, Shijie Xia, Pengfei Liu Title: LIMO...
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking

Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking

Episode 495 · · 21:44

πŸ€— Upvotes: 10 | cs.CL Authors: Jinyang Wu, Mingkuan Feng, Shuai Zhang, Ruihan Jin, Feihu Che, Zengqi Wen, Jianhua Tao Title: ...
LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer

LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer

Episode 494 · · 25:33

πŸ€— Upvotes: 7 | cs.CV Authors: Yiren Song, Danze Chen, Mike Zheng Shou Title: LayerTracer: Cognitive-Aligned Layered SVG...
On Teacher Hacking in Language Model Distillation

On Teacher Hacking in Language Model Distillation

Episode 493 · · 21:01

πŸ€— Upvotes: 6 | cs.LG, cs.AI, cs.CL, stat.ML Authors: Daniil Tiapkin, Daniele Calandriello, Johan Ferret, Sarah Perrin, Nino Vieillard, Alexandre...
A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods

A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods

Episode 492 · · 24:05

πŸ€— Upvotes: 5 | cs.LG, cs.AI Authors: Isha Puri, Shivchander Sudalairaj, Guangxuan Xu, Kai Xu, Akash Srivastava Title: A...
Jailbreaking with Universal Multi-Prompts

Jailbreaking with Universal Multi-Prompts

Episode 491 · · 20:08

πŸ€— Upvotes: 4 | cs.CL, cs.AI, cs.CR, cs.LG Authors: Yu-Ling Hsu, Hsuan Su, Shang-Tse Chen Title: Jailbreaking with Unive...
VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models

VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models

Episode 490 · · 19:27

πŸ€— Upvotes: 29 | cs.CV Authors: Hila Chefer, Uriel Singer, Amit Zohar, Yuval Kirstain, Adam Polyak, Yaniv Taigman, Lior Wolf, Shelly Sheynin ...
Inverse Bridge Matching Distillation

Inverse Bridge Matching Distillation

Episode 489 · · 19:48

πŸ€— Upvotes: 22 | cs.LG, cs.CV Authors: Nikita Gushchin, David Li, Daniil Selikhanovych, Evgeny Burnaev, Dmitry Baranchuk, Alexander Korotin ...
ACECODER: Acing Coder RL via Automated Test-Case Synthesis

ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Episode 488 · · 20:06

πŸ€— Upvotes: 16 | cs.SE, cs.AI, cs.CL Authors: Huaye Zeng, Dongfu Jiang, Haozhe Wang, Ping Nie, Xiaotong Chen, Wenhu Chen Title: ...
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search

QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search

Episode 487 · · 18:12

πŸ€— Upvotes: 12 | cs.LG, cs.AI Authors: Zongyu Lin, Yao Tang, Xingcheng Yao, Da Yin, Ziniu Hu, Yizhou Sun, Kai-Wei Chang Title: ...
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search

Episode 486 · · 24:08

πŸ€— Upvotes: 12 | cs.CL, cs.AI Authors: Maohao Shen, Guangtao Zeng, Zhenting Qi, Zhang-Wei Hong, Zhenfang Chen, Wei Lu, Gregory Wornell, Subhro Da...
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?

Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?

Episode 485 · · 23:34

πŸ€— Upvotes: 7 | cs.CL, cs.LG Authors: Wenzhe Li, Yong Lin, Mengzhou Xia, Chi Jin Title: Rethinking Mixture-of-Agents: Is...
COCONut-PanCap: Joint Panoptic Segmentation and Grounded Captions for Fine-Grained Understanding and Generation

COCONut-PanCap: Joint Panoptic Segmentation and Grounded Captions for Fine-Grained Understanding and Generation

Episode 484 · · 24:59

πŸ€— Upvotes: 7 | cs.CV Authors: Xueqing Deng, Qihang Yu, Ali Athar, Chenglin Yang, Linjie Yang, Xiaojie Jin, Xiaohui Shen, Liang-Chieh Chen ...
The Differences Between Direct Alignment Algorithms are a Blur

The Differences Between Direct Alignment Algorithms are a Blur

Episode 483 · · 20:11

πŸ€— Upvotes: 84 | cs.LG Authors: Alexey Gorbatovski, Boris Shaposhnikov, Viacheslav Sinii, Alexey Malakhov, Daniil Gavrilov Title: ...
OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models

OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models

Episode 482 · · 26:24

πŸ€— Upvotes: 83 | cs.CV Authors: Gaojie Lin, Jianwen Jiang, Jiaqi Yang, Zerong Zheng, Chao Liang Title: OmniHuman-1: Reth...
Process Reinforcement through Implicit Rewards

Process Reinforcement through Implicit Rewards

Episode 481 · · 21:51

πŸ€— Upvotes: 44 | cs.LG, cs.AI, cs.CL Authors: Ganqu Cui, Lifan Yuan, Zefan Wang, Hanbin Wang, Wendi Li, Bingxiang He, Yuchen Fan, Tianyu Yu, Qixi...
AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding

AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding

Episode 480 · · 23:27

πŸ€— Upvotes: 25 | cs.CL Authors: Ahmed Masry, Juan A. Rodriguez, Tianyu Zhang, Suyuchen Wang, Chao Wang, Aarash Feizi, Akshay Kalkunte Suresh, Abh...
SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model

SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model

Episode 479 · · 23:34

πŸ€— Upvotes: 25 | cs.CR, cs.AI, cs.IR Authors: Xun Liang, Simin Niu, Zhiyu Li, Sensen Zhang, Hanyu Wang, Feiyu Xiong, Jason Zhaoxin Fan, Bo Tang, ...
Preference Leakage: A Contamination Problem in LLM-as-a-judge

Preference Leakage: A Contamination Problem in LLM-as-a-judge

Episode 478 · · 21:56

πŸ€— Upvotes: 25 | cs.LG, cs.AI, cs.CL Authors: Dawei Li, Renliang Sun, Yue Huang, Ming Zhong, Bohan Jiang, Jiawei Han, Xiangliang Zhang, Wei Wang,...
SliderSpace: Decomposing the Visual Capabilities of Diffusion Models

SliderSpace: Decomposing the Visual Capabilities of Diffusion Models

Episode 477 · · 25:02

πŸ€— Upvotes: 19 | cs.CV, cs.GR, cs.LG Authors: Rohit Gandikota, Zongze Wu, Richard Zhang, David Bau, Eli Shechtman, Nick Kolkin Title...
MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models

MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models

Episode 476 · · 24:39

πŸ€— Upvotes: 15 | cs.AI, cs.CV Authors: Huanqia Cai, Yijun Yang, Winston Hu Title: MM-IQ: Benchmarking Human-Like Abstrac...
AIN: The Arabic INclusive Large Multimodal Model

AIN: The Arabic INclusive Large Multimodal Model

Episode 475 · · 20:32

πŸ€— Upvotes: 12 | cs.CV, cs.AI, cs.CL, cs.HC, cs.LG Authors: Ahmed Heakl, Sara Ghaboura, Omkar Thawkar, Fahad Shahbaz Khan, Hisham Cholakkal, Rao ...
s1: Simple test-time scaling

s1: Simple test-time scaling

Episode 474 · · 22:36

πŸ€— Upvotes: 54 | cs.CL, cs.AI, cs.LG Authors: Niklas Muennighoff, Zitong Yang, Weijia Shi, Xiang Lisa Li, Li Fei-Fei, Hannaneh Hajishirzi, Luke Z...
Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Episode 473 · · 21:49

πŸ€— Upvotes: 28 | cs.CL, cs.AI Authors: Baohao Liao, Yuhui Xu, Hanze Dong, Junnan Li, Christof Monz, Silvio Savarese, Doyen Sahoo, Caiming Xiong ...
Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models

Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models

Episode 472 · · 21:27

πŸ€— Upvotes: 12 | cs.CL, cs.AI Authors: Qika Lin, Tianzhe Zhao, Kai He, Zhen Peng, Fangzhi Xu, Ling Huang, Jingying Ma, Mengling Feng ...
PixelWorld: Towards Perceiving Everything as Pixels

PixelWorld: Towards Perceiving Everything as Pixels

Episode 471 · · 20:07

πŸ€— Upvotes: 10 | cs.CV, cs.CL Authors: Zhiheng Lyu, Xueguang Ma, Wenhu Chen Title: PixelWorld: Towards Perceiving Everyt...
DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning

DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning

Episode 470 · · 20:19

πŸ€— Upvotes: 8 | cs.RO, cs.AI Authors: Gaoyue Zhou, Hengkai Pan, Yann LeCun, Lerrel Pinto Title: DINO-WM: World Models on...