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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50,101 to 50,160 of 61,351

Metamorphic Testing: A New Approach for Generating Next Test Cases
T. Y. Chen, S. C. Cheung, S. M. Yiu
cs.SEarXiv:2002.12543v12020
How Do Vision Transformers Work?
Namuk Park, Songkuk Kim
cs.CVcs.LGarXiv:2202.06709v42022
Autoregressive Image Generation without Vector Quantization
Tianhong Li, Yonglong Tian, He Li +2
cs.CVarXiv:2406.11838v32024
Probabilistic Regression for Visual Tracking
Martin Danelljan, Luc Van Gool, Radu Timofte
cs.CVcs.LGarXiv:2003.12565v12020
Discovering Adaptive Transmission Programs for Collective Innovation
Cédric Colas, Jérémy Perez, Eleni Nisioti +4
cs.AIarXiv:2608.24545v12026
OmniLottie: Generating Vector Animations via Parameterized Lottie Tokens
Yiying Yang, Wei Cheng, Sijin Chen +5
cs.CVarXiv:2603.02138v12026
Massive Machine-type Communications in 5G: Physical and MAC-layer solutions
Carsten Bockelmann, Nuno Pratas, Hosein Nikopour +5
cs.ITcs.NIarXiv:1606.03893v12016
GroupEnsemble: Efficient Uncertainty Estimation for DETR-based Object Detection
Yutong Yang, Katarina Popović, Julian Wiederer +3
cs.CVarXiv:2603.01847v12026
SCAN: Learning to Classify Images without Labels
Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis +2
cs.CVcs.LGarXiv:2005.12320v22020
Who is the Agent to Blame? Localizing Faithfulness and Citation Mistakes in Agentic Deep Research
Eran Hirsch, David Wan, Han Wang +3
cs.CLarXiv:2608.24306v12026
Can a Dynamic Internal Field Govern a Transformer's Cognition? Certifiability, not Superiority, in Homeostatic Compute Control
Francisco M. Arrabal-Campos, Ignacio Fernandez, Francisco G. Montoya +1
cs.AIcs.LGeess.SYarXiv:2608.24319v12026
Spatiotemporal Heterogeneity of AI-Driven Traffic Flow Patterns and Land Use Interaction: A GeoAI-Based Analysis of Multimodal Urban Mobility
Olaf Yunus Laitinen Imanov
cs.LGcs.AIeess.SParXiv:2603.05581v12026
Spatial Competence Benchmark
Jash Vira, Ashley Harris
cs.AIcs.LGarXiv:2604.09594v12026
Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision
Yaojie Liu, Amin Jourabloo, Xiaoming Liu
cs.CVarXiv:1803.11097v12018
Surgical Post-Training: Proximal On-Policy Distillation for Reasoning with Knowledge Retention
Wenye Lin, Kai Han
cs.CLcs.AIarXiv:2603.01683v22026
Multi-Context Attention for Human Pose Estimation
Xiao Chu, Wei Yang, Wanli Ouyang +3
cs.CVarXiv:1702.07432v12017
OpenAutoNLU: Open Source AutoML Library for NLU
Grigory Arshinov, Aleksandr Boriskin, Sergey Senichev +4
cs.CLcs.LGarXiv:2603.01824v12026
Unfolding algorithms and tests using RooUnfold
Tim Adye
physics.data-anhep-exarXiv:1105.1160v12011
CharacterFlywheel: Scaling Iterative Improvement of Engaging and Steerable LLMs in Production
Yixin Nie, Lin Guan, Zhongyao Ma +19
cs.CLcs.AIcs.SIarXiv:2603.01973v12026
Convergence Analysis of Two-layer Neural Networks with ReLU Activation
Yuanzhi Li, Yang Yuan
cs.LGarXiv:1705.09886v22017
Comparative Assessment of Deep Learning Architectures for Underwater Subsurface Kelp Forest Segmentation with The Kelp-o-Tron
Sundarabalan Balasubramanian, César Borja, Ana C. Murillo +5
cs.CVarXiv:2608.24594v12026
Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting with a Single Convolutional Net
Wenjie Luo, Bin Yang, Raquel Urtasun
cs.CVarXiv:2012.12395v12020
Who Falls for SMiSh? Learning Through Survey Data Where to Best Target Awareness Training for Mobile Messaging Attacks
Cori Faklaris, Sarah Tabassum, Heather Richter Lipford
cs.CRcs.HCarXiv:2608.24669v12026
Linear Probing Provides Robust and Efficient Detection of Machine-Generated Text
Gerrit Quaremba, Hanqi Yan, Elizabeth Black +2
cs.CLarXiv:2608.24780v12026
MUSE: A Run-Centric Platform for Multimodal Unified Safety Evaluation of Large Language Models
Zhongxi Wang, Yueqian Lin, Jingyang Zhang +2
cs.LGcs.CLcs.CVarXiv:2603.02482v12026
Expectation, Backlash, Recovery, and Excitement: How Model Releases Shape Reddit Perceptions of Conversational AI Systems
Vahid Rahimzadeh, Yury Zhauniarovich, Savvas Zannettou
cs.CLcs.CYarXiv:2608.24654v12026
PointCLIP: Point Cloud Understanding by CLIP
Renrui Zhang, Ziyu Guo, Wei Zhang +6
cs.CVcs.AIcs.ROarXiv:2112.02413v12021
ParEVO: Synthesizing Code for Irregular Data: High-Performance Parallelism through Agentic Evolution
Liu Yang, Zeyu Nie, Andrew Liu +4
cs.LGcs.DCcs.NEarXiv:2603.02510v22026
Multimodal Deep Learning for Robust RGB-D Object Recognition
Andreas Eitel, Jost Tobias Springenberg, Luciano Spinello +2
cs.CVcs.LGcs.NEarXiv:1507.06821v22015
Unifying Contrastive and Generative Objectives for Visual Understanding and Text-to-Image Generation
Chao Li, Tianhong Li, Sai Vidyaranya Nuthalapati +9
cs.CVcs.LGarXiv:2603.02667v22026
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models
Jun Wang, Lantao Yu, Weinan Zhang +5
cs.IRcs.LGarXiv:1705.10513v22017
Rethinking the Faster R-CNN Architecture for Temporal Action Localization
Yu-Wei Chao, Sudheendra Vijayanarasimhan, Bryan Seybold +3
cs.CVarXiv:1804.07667v12018
HateMirage: An Explainable Multi-Dimensional Dataset for Decoding Faux Hate and Subtle Online Abuse
Sai Kartheek Reddy Kasu, Shankar Biradar, Sunil Saumya +1
cs.CLcs.SIarXiv:2603.02684v12026
APRES: An Agentic Paper Revision and Evaluation System
Bingchen Zhao, Jenny Zhang, Chenxi Whitehouse +8
cs.CLcs.AIarXiv:2603.03142v12026
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations
Eliyahu Kiperwasser, Yoav Goldberg
cs.CLarXiv:1603.04351v32016
Kling-MotionControl Technical Report
Kling Team, Jialu Chen, Yikang Ding +21
cs.CVarXiv:2603.03160v12026
Entity, Relation, and Event Extraction with Contextualized Span Representations
David Wadden, Ulme Wennberg, Yi Luan +1
cs.CLarXiv:1909.03546v22019
Understanding Deep Convolutional Networks
Stéphane Mallat
stat.MLcs.CVcs.LGarXiv:1601.04920v12016
Lightweight Visual Reasoning for Socially-Aware Robots
Alessio Galatolo, Ronald Cumbal, Alexandros Rouchitsas +3
cs.ROarXiv:2603.03942v12026
S$^3$FD: Single Shot Scale-invariant Face Detector
Shifeng Zhang, Xiangyu Zhu, Zhen Lei +3
cs.CVarXiv:1708.05237v32017
ArtHOI: Articulated Human-Object Interaction Synthesis by 4D Reconstruction from Video Priors
Zihao Huang, Tianqi Liu, Zhaoxi Chen +7
cs.CVarXiv:2603.04338v12026
Bidirectional Learning for Domain Adaptation of Semantic Segmentation
Yunsheng Li, Lu Yuan, Nuno Vasconcelos
cs.CVarXiv:1904.10620v12019
MRI-based Deep Radiomic Phenotyping of Neuromuscular Disorders: A Topology-driven Characterization
Martyna Żur, Łukasz Piórecki, Marek Socha +5
cs.CVarXiv:2608.24415v12026
MASQuant: Modality-Aware Smoothing Quantization for Multimodal Large Language Models
Lulu Hu, Wenhu Xiao, Xin Chen +4
cs.CVarXiv:2603.04800v12026
Why So Many Published Sensitivity Analyses Are False. A Systematic Review of Sensitivity Analysis Practices
Andrea Saltelli, Ksenia Aleksankina, William Becker +5
stat.AParXiv:1711.11359v22017
Augmentation for small object detection
Mate Kisantal, Zbigniew Wojna, Jakub Murawski +2
cs.CVarXiv:1902.07296v12019
Solving ill-posed inverse problems using iterative deep neural networks
Jonas Adler, Ozan Öktem
math.OCcs.AImath.FAarXiv:1704.04058v22017
PolypSteer: Counterfactual Endoscopic Synthesis via Training-Free Activation Steering
Trong-Thang Pham, Loc Nguyen, Anh Nguyen +2
cs.CVcs.AIarXiv:2603.07066v22026
UTS at CheckThat! 2026: Cite-Frame Engineering for Generated Fact-Checking Articles
Dima Galat, Marian-Andrei Rizoiu
cs.DLcs.CLarXiv:2608.24466v12026
Agentic Planning with Reasoning for Image Styling via Offline RL
Subhojyoti Mukherjee, Stefano Petrangeli, Branislav Kveton +3
cs.LGarXiv:2603.07148v12026
PureCC: Pure Learning for Text-to-Image Concept Customization
Zhichao Liao, Xiaole Xian, Qingyu Li +7
cs.CVarXiv:2603.07561v22026
Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization
Luis Muñoz-González, Battista Biggio, Ambra Demontis +4
cs.LGarXiv:1708.08689v12017
Self-Rewarding Language Models
Weizhe Yuan, Richard Yuanzhe Pang, Kyunghyun Cho +4
cs.CLcs.AIarXiv:2401.10020v32024
Absorbing Gradient Conflicts: Modeling Semantic Variance via Kent Distributions for Cross-Modal Hashing
Hengjie Zhu, Dayan Wu, Zihao Zhang +5
cs.CVarXiv:2608.24010v12026
Seeing biodiversity: perspectives in machine learning for wildlife conservation
Devis Tuia, Benjamin Kellenberger, Sara Beery +15
cs.LGcs.CVarXiv:2110.12951v12021
Bolbosh: Script-Aware Flow Matching for Kashmiri Text-to-Speech
Tajamul Ashraf, Burhaan Rasheed Zargar, Saeed Abdul Muizz +5
cs.CLarXiv:2603.07513v12026
Training Large Language Models to Reason in a Continuous Latent Space
Shibo Hao, Sainbayar Sukhbaatar, DiJia Su +4
cs.CLarXiv:2412.06769v42024
TeamHOI: Learning a Unified Policy for Cooperative Human-Object Interactions with Any Team Size
Stefan Lionar, Gim Hee Lee
cs.CVcs.GRcs.MAarXiv:2603.07988v12026
WaDi: Weight Direction-aware Distillation for One-step Image Synthesis
Lei Wang, Yang Cheng, Senmao Li +3
cs.CVarXiv:2603.08258v12026
Multi-Task Multi-Sensor Fusion for 3D Object Detection
Ming Liang, Bin Yang, Yun Chen +2
cs.CVarXiv:2012.12397v12020

Every paper with a summary

Metamorphic Testing: A New Approach for Generating Next Test Cases

How Do Vision Transformers Work?

Autoregressive Image Generation without Vector Quantization

Probabilistic Regression for Visual Tracking

Discovering Adaptive Transmission Programs for Collective Innovation

OmniLottie: Generating Vector Animations via Parameterized Lottie Tokens

Massive Machine-type Communications in 5G: Physical and MAC-layer solutions

GroupEnsemble: Efficient Uncertainty Estimation for DETR-based Object Detection

SCAN: Learning to Classify Images without Labels

Who is the Agent to Blame? Localizing Faithfulness and Citation Mistakes in Agentic Deep Research

Can a Dynamic Internal Field Govern a Transformer's Cognition? Certifiability, not Superiority, in Homeostatic Compute Control

Spatiotemporal Heterogeneity of AI-Driven Traffic Flow Patterns and Land Use Interaction: A GeoAI-Based Analysis of Multimodal Urban Mobility

Spatial Competence Benchmark

Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision

Surgical Post-Training: Proximal On-Policy Distillation for Reasoning with Knowledge Retention

Multi-Context Attention for Human Pose Estimation

OpenAutoNLU: Open Source AutoML Library for NLU

Unfolding algorithms and tests using RooUnfold

CharacterFlywheel: Scaling Iterative Improvement of Engaging and Steerable LLMs in Production

Convergence Analysis of Two-layer Neural Networks with ReLU Activation

Comparative Assessment of Deep Learning Architectures for Underwater Subsurface Kelp Forest Segmentation with The Kelp-o-Tron

Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting with a Single Convolutional Net

Who Falls for SMiSh? Learning Through Survey Data Where to Best Target Awareness Training for Mobile Messaging Attacks

Linear Probing Provides Robust and Efficient Detection of Machine-Generated Text

MUSE: A Run-Centric Platform for Multimodal Unified Safety Evaluation of Large Language Models

Expectation, Backlash, Recovery, and Excitement: How Model Releases Shape Reddit Perceptions of Conversational AI Systems

PointCLIP: Point Cloud Understanding by CLIP

ParEVO: Synthesizing Code for Irregular Data: High-Performance Parallelism through Agentic Evolution

Multimodal Deep Learning for Robust RGB-D Object Recognition

Unifying Contrastive and Generative Objectives for Visual Understanding and Text-to-Image Generation

IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models

Rethinking the Faster R-CNN Architecture for Temporal Action Localization

HateMirage: An Explainable Multi-Dimensional Dataset for Decoding Faux Hate and Subtle Online Abuse

APRES: An Agentic Paper Revision and Evaluation System

Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations

Kling-MotionControl Technical Report

Entity, Relation, and Event Extraction with Contextualized Span Representations

Understanding Deep Convolutional Networks

Lightweight Visual Reasoning for Socially-Aware Robots

S$^3$FD: Single Shot Scale-invariant Face Detector

ArtHOI: Articulated Human-Object Interaction Synthesis by 4D Reconstruction from Video Priors

Bidirectional Learning for Domain Adaptation of Semantic Segmentation

MRI-based Deep Radiomic Phenotyping of Neuromuscular Disorders: A Topology-driven Characterization

MASQuant: Modality-Aware Smoothing Quantization for Multimodal Large Language Models

Why So Many Published Sensitivity Analyses Are False. A Systematic Review of Sensitivity Analysis Practices

Augmentation for small object detection

Solving ill-posed inverse problems using iterative deep neural networks

PolypSteer: Counterfactual Endoscopic Synthesis via Training-Free Activation Steering

UTS at CheckThat! 2026: Cite-Frame Engineering for Generated Fact-Checking Articles

Agentic Planning with Reasoning for Image Styling via Offline RL

PureCC: Pure Learning for Text-to-Image Concept Customization

Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization

Self-Rewarding Language Models

Absorbing Gradient Conflicts: Modeling Semantic Variance via Kent Distributions for Cross-Modal Hashing

Seeing biodiversity: perspectives in machine learning for wildlife conservation

Bolbosh: Script-Aware Flow Matching for Kashmiri Text-to-Speech

Training Large Language Models to Reason in a Continuous Latent Space

TeamHOI: Learning a Unified Policy for Cooperative Human-Object Interactions with Any Team Size

WaDi: Weight Direction-aware Distillation for One-step Image Synthesis

Multi-Task Multi-Sensor Fusion for 3D Object Detection