Every paper with a summary

Every arXiv paper Paperlayer has summarized so far. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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54,361 to 54,420 of 61,178

DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation
Haozhe Xie, Beichen Wen, Jiarui Zheng +4
cs.ROcs.CVarXiv:2601.22153v12026
Kernels for Vector-Valued Functions: a Review
Mauricio A. Alvarez, Lorenzo Rosasco, Neil D. Lawrence
stat.MLcs.AImath.STarXiv:1106.6251v22011
Nonlinear Model Predictive Control for Trajectory Tracking of Differentially Flat Fixed-Wing Aerial Systems
Nishanth Bobbili, Pratyaksh Rao, Luca Morando +2
cs.ROarXiv:2608.20655v12026
Summaries:한국어
MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification
MiroMind Team, S. Bai, L. Bing +41
cs.CLcs.AIcs.IRarXiv:2603.15726v12026
Solaris: Building a Multiplayer Video World Model in Minecraft
Georgy Savva, Oscar Michel, Daohan Lu +6
cs.CVarXiv:2602.22208v22026
Beyond the Traceback: Using LLMs for Adaptive Explanations of Programming Errors
Alexandru-Radu Moraru, Shreyan Biswas, Ujwal Gadiraju
cs.SEcs.HCarXiv:2608.20896v12026
A Transformer-Based Siamese Network for Change Detection
Wele Gedara Chaminda Bandara, Vishal M. Patel
cs.CVarXiv:2201.01293v72022
Vision Transformers for Single Image Dehazing
Yuda Song, Zhuqing He, Hui Qian +1
cs.CVarXiv:2204.03883v12022
UI-Venus-1.5 Technical Report
Venus Team, Changlong Gao, Zhangxuan Gu +24
cs.CVcs.AIcs.CLarXiv:2602.09082v22026
Infinite-World: Scaling Interactive World Models to 1000-Frame Horizons via Pose-Free Hierarchical Memory
Ruiqi Wu, Xuanhua He, Meng Cheng +8
cs.CVcs.AIarXiv:2602.02393v22026
TOPReward: Token Probabilities as Hidden Zero-Shot Rewards for Robotics
Shirui Chen, Cole Harrison, Ying-Chun Lee +6
cs.ROcs.AIcs.LGarXiv:2602.19313v22026
Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs
Haoming Meng, Kexin Huang, Shaohang Wei +6
cs.CLcs.AIcs.LGarXiv:2603.22446v12026
FeUdal Networks for Hierarchical Reinforcement Learning
Alexander Sasha Vezhnevets, Simon Osindero, Tom Schaul +4
cs.AIarXiv:1703.01161v22017
Selective Classification for Deep Neural Networks
Yonatan Geifman, Ran El-Yaniv
cs.LGcs.AIarXiv:1705.08500v22017
GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing
Xiaohong Liu, Yongrui Ma, Zhihao Shi +1
cs.CVeess.IVarXiv:1908.03245v12019
Gen-Searcher: Reinforcing Agentic Search for Image Generation
Kaituo Feng, Manyuan Zhang, Shuang Chen +7
cs.CVarXiv:2603.28767v32026
A General Theoretical Paradigm to Understand Learning from Human Preferences
Mohammad Gheshlaghi Azar, Mark Rowland, Bilal Piot +4
cs.AIcs.LGstat.MLarXiv:2310.12036v22023
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models
Will Grathwohl, Ricky T. Q. Chen, Jesse Bettencourt +2
cs.LGcs.CVstat.MLarXiv:1810.01367v32018
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
Yuval Kirstain, Adam Polyak, Uriel Singer +3
cs.CVcs.AIarXiv:2305.01569v22023
FireRed-Image-Edit-1.0 Technical Report
Super Intelligence Team, Changhao Qiao, Chao Hui +16
cs.CVeess.IVarXiv:2602.13344v22026
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition
Ziyu Liu, Hongwen Zhang, Zhenghao Chen +2
cs.CVarXiv:2003.14111v22020
Multi-Modal Traffic Sign Detection with Semantic Attributes for Autonomous Driving
Meda Lazar, Sourab Sridhar, Shashwata Gupta +3
cs.CVcs.ROarXiv:2608.20874v12026
Deep Kernel Learning
Andrew Gordon Wilson, Zhiting Hu, Ruslan Salakhutdinov +1
cs.LGcs.AIstat.MEarXiv:1511.02222v12015
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond
Jingfeng Yang, Hongye Jin, Ruixiang Tang +5
cs.CLcs.AIcs.LGarXiv:2304.13712v22023
PCN: Point Completion Network
Wentao Yuan, Tejas Khot, David Held +2
cs.CVcs.ROarXiv:1808.00671v32018
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text
Zifeng Wang, Zhenbang Wu, Dinesh Agarwal +1
cs.CVcs.CLarXiv:2210.10163v12022
Vector Quantized Diffusion Model for Text-to-Image Synthesis
Shuyang Gu, Dong Chen, Jianmin Bao +5
cs.CVcs.LGarXiv:2111.14822v32021
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
Peiyi Wang, Lei Li, Zhihong Shao +6
cs.AIcs.CLcs.LGarXiv:2312.08935v32023
RepPoints: Point Set Representation for Object Detection
Ze Yang, Shaohui Liu, Han Hu +2
cs.CVarXiv:1904.11490v22019
OmniWeaving: Towards Unified Video Generation with Free-form Composition and Reasoning
Kaihang Pan, Qi Tian, Jianwei Zhang +11
cs.CVarXiv:2603.24458v22026
IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse
Yushi Bai, Qian Dong, Ting Jiang +5
cs.CLcs.LGarXiv:2603.12201v12026
EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific Discovery
Yougang Lyu, Xi Zhang, Xinhao Yi +9
cs.CLarXiv:2603.08127v12026
Show Your Work: Scratchpads for Intermediate Computation with Language Models
Maxwell Nye, Anders Johan Andreassen, Guy Gur-Ari +9
cs.LGcs.NEarXiv:2112.00114v12021
STRIP: A Defence Against Trojan Attacks on Deep Neural Networks
Yansong Gao, Chang Xu, Derui Wang +3
cs.CRarXiv:1902.06531v22019
SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents
Yuhang Wang, Yuling Shi, Mo Yang +7
cs.SEcs.CLarXiv:2601.16746v42026
Recognition-Conditioned Reasoning: A Training-Free Multimodal-LLM Pipeline for Fine-Grained Micro-Action Understanding
Fengshun Wang, Jin'ang Han, Zhigang Tu
cs.CVcs.MMarXiv:2608.21022v12026
eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers
Yogesh Balaji, Seungjun Nah, Xun Huang +10
cs.CVcs.LGarXiv:2211.01324v52022
In-Context Retrieval-Augmented Language Models
Ori Ram, Yoav Levine, Itay Dalmedigos +4
cs.CLcs.IRarXiv:2302.00083v32023
Beyond Mean Frametime: Time-Series Signatures for XR Timing Analysis
Marvin Thäns, Marc Erich Latoschik
cs.HCarXiv:2608.20861v12026
BabyVision: Visual Reasoning Beyond Language
Liang Chen, Weichu Xie, Yiyan Liang +27
cs.CVcs.CLarXiv:2601.06521v22026
The Belief Update Gate: Separating Inertia from Learning in Human-AI Interaction
Shreyan Biswas, Alexander Erlei, Ujwal Gadiraju
cs.HCarXiv:2608.20828v12026
Feature Hashing for Large Scale Multitask Learning
Kilian Weinberger, Anirban Dasgupta, Josh Attenberg +2
cs.AIarXiv:0902.2206v52009
V-DPM: 4D Video Reconstruction with Dynamic Point Maps
Edgar Sucar, Eldar Insafutdinov, Zihang Lai +1
cs.CVarXiv:2601.09499v12026
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
Peng Wang, An Yang, Rui Men +7
cs.CVcs.CLarXiv:2202.03052v22022
Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals
Joel A. Tropp, Jason N. Laska, Marco F. Duarte +2
cs.ITarXiv:0902.0026v22009
Endless Terminals: Scaling RL Environments for Terminal Agents
Kanishk Gandhi, Shivam Garg, Noah D. Goodman +1
cs.LGcs.CLarXiv:2601.16443v32026
LayoutLM: Pre-training of Text and Layout for Document Image Understanding
Yiheng Xu, Minghao Li, Lei Cui +3
cs.CLarXiv:1912.13318v52019
Xiaomi-Robotics-0: An Open-Sourced Vision-Language-Action Model with Real-Time Execution
Rui Cai, Jun Guo, Xinze He +20
cs.ROcs.LGarXiv:2602.12684v22026
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale
Guilherme Penedo, Hynek Kydlíček, Loubna Ben allal +5
cs.CLarXiv:2406.17557v22024
KoViDoRe: Korean Visual Document Retrieval
Yongbin Choi, Yongwoo Song, Mujeen Sung
cs.IRcs.CVarXiv:2608.20840v12026
Video-to-Video Synthesis
Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu +4
cs.CVcs.GRcs.LGarXiv:1808.06601v22018
Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning
Anusha Nagabandi, Gregory Kahn, Ronald S. Fearing +1
cs.LGcs.AIcs.ROarXiv:1708.02596v22017
Comparative Study of CNN and RNN for Natural Language Processing
Wenpeng Yin, Katharina Kann, Mo Yu +1
cs.CLarXiv:1702.01923v12017
MV2GF: Multi-view Pedestrian Detection with a Visual Geometric Foundation Model
Taiga Yamane, Satoshi Suzuki, Ryo Masumura +4
cs.CVarXiv:2608.20639v12026
EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience
Taofeng Xue, Chong Peng, Mianqiu Huang +13
cs.AIarXiv:2601.15876v22026
Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting
Mengzhang Li, Zhanxing Zhu
cs.LGcs.AIarXiv:2012.09641v22020
OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data
Yuwen Du, Rui Ye, Shuo Tang +4
cs.AIcs.CLarXiv:2603.15594v12026
Learning to reinforcement learn
Jane X Wang, Zeb Kurth-Nelson, Dhruva Tirumala +6
cs.LGcs.AIstat.MLarXiv:1611.05763v32016
Conformalized Quantile Regression
Yaniv Romano, Evan Patterson, Emmanuel J. Candès
stat.MEstat.MLarXiv:1905.03222v12019
Interactive Attention Networks for Aspect-Level Sentiment Classification
Dehong Ma, Sujian Li, Xiaodong Zhang +1
cs.AIcs.CLarXiv:1709.00893v12017

Every paper with a summary

DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation

Kernels for Vector-Valued Functions: a Review

Nonlinear Model Predictive Control for Trajectory Tracking of Differentially Flat Fixed-Wing Aerial Systems

MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification

Solaris: Building a Multiplayer Video World Model in Minecraft

Beyond the Traceback: Using LLMs for Adaptive Explanations of Programming Errors

A Transformer-Based Siamese Network for Change Detection

Vision Transformers for Single Image Dehazing

UI-Venus-1.5 Technical Report

Infinite-World: Scaling Interactive World Models to 1000-Frame Horizons via Pose-Free Hierarchical Memory

TOPReward: Token Probabilities as Hidden Zero-Shot Rewards for Robotics

Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs

FeUdal Networks for Hierarchical Reinforcement Learning

Selective Classification for Deep Neural Networks

GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing

Gen-Searcher: Reinforcing Agentic Search for Image Generation

A General Theoretical Paradigm to Understand Learning from Human Preferences

FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models

Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation

FireRed-Image-Edit-1.0 Technical Report

Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition

Multi-Modal Traffic Sign Detection with Semantic Attributes for Autonomous Driving

Deep Kernel Learning

Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond

PCN: Point Completion Network

MedCLIP: Contrastive Learning from Unpaired Medical Images and Text

Vector Quantized Diffusion Model for Text-to-Image Synthesis

Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations

RepPoints: Point Set Representation for Object Detection

OmniWeaving: Towards Unified Video Generation with Free-form Composition and Reasoning

IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse

EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific Discovery

Show Your Work: Scratchpads for Intermediate Computation with Language Models

STRIP: A Defence Against Trojan Attacks on Deep Neural Networks

SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents

Recognition-Conditioned Reasoning: A Training-Free Multimodal-LLM Pipeline for Fine-Grained Micro-Action Understanding

eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

In-Context Retrieval-Augmented Language Models

Beyond Mean Frametime: Time-Series Signatures for XR Timing Analysis

BabyVision: Visual Reasoning Beyond Language

The Belief Update Gate: Separating Inertia from Learning in Human-AI Interaction

Feature Hashing for Large Scale Multitask Learning

V-DPM: 4D Video Reconstruction with Dynamic Point Maps

OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals

Endless Terminals: Scaling RL Environments for Terminal Agents

LayoutLM: Pre-training of Text and Layout for Document Image Understanding

Xiaomi-Robotics-0: An Open-Sourced Vision-Language-Action Model with Real-Time Execution

The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

KoViDoRe: Korean Visual Document Retrieval

Video-to-Video Synthesis

Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning

Comparative Study of CNN and RNN for Natural Language Processing

MV2GF: Multi-view Pedestrian Detection with a Visual Geometric Foundation Model

EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience

Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting

OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data

Learning to reinforcement learn

Conformalized Quantile Regression

Interactive Attention Networks for Aspect-Level Sentiment Classification