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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52,621 to 52,680 of 61,197

The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision
Jiayuan Mao, Chuang Gan, Pushmeet Kohli +2
cs.CVcs.AIcs.CLarXiv:1904.12584v12019
AIBench: Evaluating Visual-Logical Consistency in Academic Illustration Generation
Zhaohe Liao, Kaixun Jiang, Zhihang Liu +11
cs.CVarXiv:2603.28068v22026
Synchronization in Networks of Identical Linear Systems
Luca Scardovi, Rodolphe Sepulchre
math.OCarXiv:0805.3456v12008
LLVIP: A Visible-infrared Paired Dataset for Low-light Vision
Xinyu Jia, Chuang Zhu, Minzhen Li +3
cs.CVcs.AIarXiv:2108.10831v42021
Recommendations as Treatments: Debiasing Learning and Evaluation
Tobias Schnabel, Adith Swaminathan, Ashudeep Singh +2
cs.LGcs.AIcs.IRarXiv:1602.05352v22016
Adversarially Robust Generalization Requires More Data
Ludwig Schmidt, Shibani Santurkar, Dimitris Tsipras +2
cs.LGcs.NEstat.MLarXiv:1804.11285v22018
Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy Optimization
Xianlei Zhou, Xiangdi Meng, Yu He +7
cs.CLarXiv:2608.23311v12026
SciCoQA: Quality Assurance for Scientific Paper--Code Alignment
Tim Baumgärtner, Iryna Gurevych
cs.CLcs.AIarXiv:2601.12910v32026
Role-Based Access Controls
David F. Ferraiolo, D. Richard Kuhn
cs.CRarXiv:0903.2171v22009
MeKi: Memory-based Expert Knowledge Injection for Efficient LLM Scaling
Ning Ding, Fangcheng Liu, Kyungrae Kim +4
cs.LGcs.AIcs.CLarXiv:2602.03359v12026
Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators
Levon Khachatryan, Andranik Movsisyan, Vahram Tadevosyan +4
cs.CVarXiv:2303.13439v12023
Towards a Densing Law for User Representation Learning at Billion-Scale Capacity
Bin Dou, Junru Zhang, Zhaoyi Yuan +6
cs.IRcs.AIarXiv:2608.23392v12026
EchoWM: Open and Enterable Omnimodal World Models
Songchun Zhang, Yaowei Li, Junhao Zhuang +19
cs.CVarXiv:2608.23189v12026
Canzona: A Unified, Asynchronous, and Load-Balanced Framework for Distributed Matrix-based Optimizers
Liangyu Wang, Siqi Zhang, Junjie Wang +7
cs.DCcs.LGarXiv:2602.06079v12026
Matching the Blanks: Distributional Similarity for Relation Learning
Livio Baldini Soares, Nicholas FitzGerald, Jeffrey Ling +1
cs.CLcs.AIarXiv:1906.03158v12019
Deep Image Prior
Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky
cs.CVstat.MLarXiv:1711.10925v42017
Semantic Understanding of Scenes through the ADE20K Dataset
Bolei Zhou, Hang Zhao, Xavier Puig +4
cs.CVarXiv:1608.05442v22016
On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters
Mind Lab, :, Vin Bo +64
cs.LGcs.CLarXiv:2606.02437v22026
YFCC100M: The New Data in Multimedia Research
Bart Thomee, David A. Shamma, Gerald Friedland +5
cs.MMcs.CYarXiv:1503.01817v22015
Maxout Networks
Ian J. Goodfellow, David Warde-Farley, Mehdi Mirza +2
stat.MLcs.LGarXiv:1302.4389v42013
Summaries:한국어
DiffusionBench: On Holistic Evaluation of Diffusion Transformers
Xingjian Leng, Jaskirat Singh, Zhanhao Liang +5
cs.CVarXiv:2606.24888v12026
Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing
Zhaotian Weng, Antonis Antoniades, Deepak Nathani +3
cs.AIarXiv:2602.04837v12026
Praxy Voice: Voice-Prompt Recovery + BUPS for Commercial-Class Indic TTS from a Frozen Non-Indic Base at Zero Commercial-Training-Data Cost
Venkata Pushpak Teja Menta
cs.SDcs.CLeess.ASarXiv:2604.25441v12026
Deeply learned face representations are sparse, selective, and robust
Yi Sun, Xiaogang Wang, Xiaoou Tang
cs.CVarXiv:1412.1265v12014
Enriching ImageNet with Human Similarity Judgments and Psychological Embeddings
Brett D. Roads, Bradley C. Love
cs.CVcs.LGarXiv:2011.11015v12020
Summaries:한국어
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges
Michael M. Bronstein, Joan Bruna, Taco Cohen +1
cs.LGcs.AIcs.CGarXiv:2104.13478v22021
APTER: Adaptive Post-Training with Expert-Grounded Rubrics
Xukai Wang, Liangqi Li, Zhiyue Xu +6
cs.AIarXiv:2608.14212v12026
FAAST: Forward-Only Associative Learning via Closed-Form Fast Weights for Test-Time Supervised Adaptation
Guangsheng Bao, Hongbo Zhang, Han Cui +4
cs.LGcs.CLarXiv:2605.04651v22026
Neural Motifs: Scene Graph Parsing with Global Context
Rowan Zellers, Mark Yatskar, Sam Thomson +1
cs.CVarXiv:1711.06640v22017
EverAnimate: Minute-Scale Human Animation via Latent Flow Restoration
Wuyang Li, Yang Gao, Mariam Hassan +4
cs.CVcs.AIarXiv:2605.15042v12026
A Neural Representation of Sketch Drawings
David Ha, Douglas Eck
cs.NEcs.LGstat.MLarXiv:1704.03477v42017
#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning
Haoran Tang, Rein Houthooft, Davis Foote +6
cs.AIcs.LGarXiv:1611.04717v32016
Natural Language Processing (almost) from Scratch
Ronan Collobert, Jason Weston, Leon Bottou +3
cs.LGcs.CLarXiv:1103.0398v12011
Summaries:한국어
How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks
Yanlin Fei, Nazhou Liu, Xinmiao Yu +6
cs.CLarXiv:2608.14905v12026
DreamLite: A Lightweight On-Device Unified Model for Image Generation and Editing
Kailai Feng, Yuxiang Wei, Bo Chen +5
cs.CVarXiv:2603.28713v12026
MixFormer: End-to-End Tracking with Iterative Mixed Attention
Yutao Cui, Cheng Jiang, Limin Wang +1
cs.CVarXiv:2203.11082v22022
Learning to Retrieve from Agent Trajectories
Yuqi Zhou, Sunhao Dai, Changle Qu +3
cs.IRcs.AIcs.CLarXiv:2604.04949v12026
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
Tianle Cai, Yuhong Li, Zhengyang Geng +4
cs.LGcs.CLarXiv:2401.10774v32024
Beyond the Grid: Layout-Informed Multi-Vector Retrieval with Parsed Visual Document Representations
Yibo Yan, Mingdong Ou, Yi Cao +6
cs.CLcs.IRarXiv:2603.01666v12026
A New Representation of Skeleton Sequences for 3D Action Recognition
Qiuhong Ke, Mohammed Bennamoun, Senjian An +2
cs.CVarXiv:1703.03492v32017
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network
Qijie Zhao, Tao Sheng, Yongtao Wang +4
cs.CVarXiv:1811.04533v32018
MEMORY Wins All: Indirect Bias Injection Attacks via Social Media Feeds
Minjae Seo, Wonwoo Choi, Geonwoo Han +7
cs.AIcs.CYarXiv:2608.22061v12026
Post-LayerNorm Is Back: Stable, ExpressivE, and Deep
Chen Chen, Lai Wei
cs.LGcs.CLarXiv:2601.19895v22026
Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use
Aradhye Agarwal, Gurdit Siyan, Yash Pandya +3
cs.CLarXiv:2603.03205v22026
Homogeneous Approximation, Recursive Observer Design, and Output Feedback
Vincent Andrieu, Laurent Praly, Alessandro Astolfi
math.OCarXiv:0903.0298v12009
Behavior Regularized Offline Reinforcement Learning
Yifan Wu, George Tucker, Ofir Nachum
cs.LGcs.AIstat.MLarXiv:1911.11361v12019
MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking
Laura Leal-Taixé, Anton Milan, Ian Reid +2
cs.CVarXiv:1504.01942v12015
Table-as-Search: Formulate Long-Horizon Agentic Information Seeking as Table Completion
Tian Lan, Felix Henry, Bin Zhu +7
cs.CLarXiv:2602.06724v12026
F3Net: Fusion, Feedback and Focus for Salient Object Detection
Jun Wei, Shuhui Wang, Qingming Huang
cs.CVarXiv:1911.11445v12019
Computer Environments Elicit General Agentic Intelligence in LLMs
Daixuan Cheng, Shaohan Huang, Yuxian Gu +6
cs.CLcs.AIarXiv:2601.16206v32026
Placement Optimization of UAV-Mounted Mobile Base Stations
Jiangbin Lyu, Yong Zeng, Rui Zhang +1
cs.ITarXiv:1612.01047v12016
Hack-Verifiable Terminal Bench: Evaluating Reward Hacking in Terminal Tasks
Amit Roth, Ivan Bercovich, Yonathan Efroni
cs.AIarXiv:2608.22103v12026
On a Formal Model of Safe and Scalable Self-driving Cars
Shai Shalev-Shwartz, Shaked Shammah, Amnon Shashua
cs.ROcs.AIstat.MLarXiv:1708.06374v62017
Real-time Scene Text Detection with Differentiable Binarization
Minghui Liao, Zhaoyi Wan, Cong Yao +2
cs.CVarXiv:1911.08947v22019
StealthRL: Reinforcement Learning Paraphrase Attacks for Multi-Detector Evasion of AI-Text Detectors
Suraj Ranganath, Atharv Ramesh
cs.LGcs.AIcs.CRarXiv:2602.08934v22026
MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning
Jiachun Li, Shaoping Huang, Zhuoran Jin +5
cs.CLcs.AIcs.CVarXiv:2603.02024v12026
Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis
Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky
cs.CVarXiv:1701.02096v22017
Decision-Support and Modeling with Large Language Models for Geothermal Well Arrays
Edwin Ouko, Emmanuel Lujan, Alan Edelman +1
cs.AIcs.CEarXiv:2608.22068v12026
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
Mingyang Song, Haoyu Sun, Jiawei Gu +4
cs.AIcs.CLcs.CVarXiv:2601.18631v22026
Adaptive Graph Convolutional Neural Networks
Ruoyu Li, Sheng Wang, Feiyun Zhu +1
cs.LGstat.MLarXiv:1801.03226v12018

Every paper with a summary

The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision

AIBench: Evaluating Visual-Logical Consistency in Academic Illustration Generation

Synchronization in Networks of Identical Linear Systems

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

Recommendations as Treatments: Debiasing Learning and Evaluation

Adversarially Robust Generalization Requires More Data

Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy Optimization

SciCoQA: Quality Assurance for Scientific Paper--Code Alignment

Role-Based Access Controls

MeKi: Memory-based Expert Knowledge Injection for Efficient LLM Scaling

Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators

Towards a Densing Law for User Representation Learning at Billion-Scale Capacity

EchoWM: Open and Enterable Omnimodal World Models

Canzona: A Unified, Asynchronous, and Load-Balanced Framework for Distributed Matrix-based Optimizers

Matching the Blanks: Distributional Similarity for Relation Learning

Deep Image Prior

Semantic Understanding of Scenes through the ADE20K Dataset

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

YFCC100M: The New Data in Multimedia Research

Maxout Networks

DiffusionBench: On Holistic Evaluation of Diffusion Transformers

Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing

Praxy Voice: Voice-Prompt Recovery + BUPS for Commercial-Class Indic TTS from a Frozen Non-Indic Base at Zero Commercial-Training-Data Cost

Deeply learned face representations are sparse, selective, and robust

Enriching ImageNet with Human Similarity Judgments and Psychological Embeddings

Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges

APTER: Adaptive Post-Training with Expert-Grounded Rubrics

FAAST: Forward-Only Associative Learning via Closed-Form Fast Weights for Test-Time Supervised Adaptation

Neural Motifs: Scene Graph Parsing with Global Context

EverAnimate: Minute-Scale Human Animation via Latent Flow Restoration

A Neural Representation of Sketch Drawings

#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning

Natural Language Processing (almost) from Scratch

How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks

DreamLite: A Lightweight On-Device Unified Model for Image Generation and Editing

MixFormer: End-to-End Tracking with Iterative Mixed Attention

Learning to Retrieve from Agent Trajectories

Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Beyond the Grid: Layout-Informed Multi-Vector Retrieval with Parsed Visual Document Representations

A New Representation of Skeleton Sequences for 3D Action Recognition

M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network

MEMORY Wins All: Indirect Bias Injection Attacks via Social Media Feeds

Post-LayerNorm Is Back: Stable, ExpressivE, and Deep

Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use

Homogeneous Approximation, Recursive Observer Design, and Output Feedback

Behavior Regularized Offline Reinforcement Learning

MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking

Table-as-Search: Formulate Long-Horizon Agentic Information Seeking as Table Completion

F3Net: Fusion, Feedback and Focus for Salient Object Detection

Computer Environments Elicit General Agentic Intelligence in LLMs

Placement Optimization of UAV-Mounted Mobile Base Stations

Hack-Verifiable Terminal Bench: Evaluating Reward Hacking in Terminal Tasks

On a Formal Model of Safe and Scalable Self-driving Cars

Real-time Scene Text Detection with Differentiable Binarization

StealthRL: Reinforcement Learning Paraphrase Attacks for Multi-Detector Evasion of AI-Text Detectors

MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning

Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis

Decision-Support and Modeling with Large Language Models for Geothermal Well Arrays

AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning

Adaptive Graph Convolutional Neural Networks