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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54,481 to 54,540 of 61,428

Unrolled Generative Adversarial Networks
Luke Metz, Ben Poole, David Pfau +1
cs.LGstat.MLarXiv:1611.02163v42016
The NarrativeQA Reading Comprehension Challenge
Tomáš Kočiský, Jonathan Schwarz, Phil Blunsom +4
cs.CLcs.AIcs.NEarXiv:1712.07040v12017
Live Artifacts: Authoring Dynamic Media via Live Layers Encapsulating Generative Specifications
Leixian Shen, Haotian Li, Hugo Romat +3
cs.HCarXiv:2608.20880v12026
LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs
Keda Tao, Yuhua Zheng, Jia Xu +13
cs.CVarXiv:2603.19217v12026
PhysNet: A Neural Network for Predicting Energies, Forces, Dipole Moments and Partial Charges
Oliver T. Unke, Markus Meuwly
physics.chem-pharXiv:1902.08408v22019
FeatureBench: Benchmarking Agentic Coding for Complex Feature Development
Qixing Zhou, Jiacheng Zhang, Haiyang Wang +9
cs.SEcs.AIarXiv:2602.10975v12026
UniXcoder: Unified Cross-Modal Pre-training for Code Representation
Daya Guo, Shuai Lu, Nan Duan +3
cs.CLcs.PLcs.SEarXiv:2203.03850v12022
On the Time and Frequency Domain Representations of Signals for CPS Specification
Claudio Mandrioli, Drishti Yadav, Domenico Bianculli
cs.SEarXiv:2608.21167v12026
Hacking commercial quantum cryptography systems by tailored bright illumination
Lars Lydersen, Carlos Wiechers, Christoffer Wittmann +3
quant-pharXiv:1008.4593v22010
Visual Attention Network
Meng-Hao Guo, Cheng-Ze Lu, Zheng-Ning Liu +2
cs.CVarXiv:2202.09741v52022
Privacy-Preserving Object Detection for Vision Transformer-Based Models
Homare Sueyoshi, Kiyoshi Nishikawa, Hitoshi Kiya
cs.CRcs.CVarXiv:2608.20712v12026
LoL: Longer than Longer, Scaling Video Generation to Hour
Justin Cui, Jie Wu, Ming Li +6
cs.CVcs.AIarXiv:2601.16914v12026
Training Deep Spiking Neural Networks using Backpropagation
Jun Haeng Lee, Tobi Delbruck, Michael Pfeiffer
cs.NEarXiv:1608.08782v12016
ES-VP : Energy-Shaped Dynamic Visual Prompting for Efficient Model Adaptation
Can Jin, Ying Li, Jingchen Sun +5
cs.CVarXiv:2608.21194v12026
Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation
Zhuolin Yang, Zihan Liu, Yang Chen +14
cs.CLcs.AIcs.LGarXiv:2603.19220v22026
Triangulation-Free Bundle Adjustment with Graduated Non-Convexity for Camera Pose Refinement from Coarse Priors
Nikolaos Kyriazis
cs.CVarXiv:2608.21008v12026
$τ$-Knowledge: Evaluating Conversational Agents over Unstructured Knowledge
Quan Shi, Alexandra Zytek, Pedram Razavi +2
cs.AIcs.CLcs.IRarXiv:2603.04370v12026
COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose COVID-19 in X-Ray Images
Ezz El-Din Hemdan, Marwa A. Shouman, Mohamed Esmail Karar
eess.IVcs.CVcs.LGarXiv:2003.11055v12020
AffordAny: Open-World 3D Affordance Grounding from Monocular RGB Images via Vision-Language-Guided Geometric Reasoning
Junqi Wu, Kaihua Tang, Xuanwen Chen +3
cs.CVarXiv:2608.20720v12026
Composer 2 Technical Report
Cursor Research, :, Aaron Chan +53
cs.SEcs.LGarXiv:2603.24477v22026
Scale-Aware Trident Networks for Object Detection
Yanghao Li, Yuntao Chen, Naiyan Wang +1
cs.CVarXiv:1901.01892v22019
Fast Matrix Factorization for Online Recommendation with Implicit Feedback
Xiangnan He, Hanwang Zhang, Min-Yen Kan +1
cs.IRarXiv:1708.05024v12017
Generalized End-to-End Loss for Speaker Verification
Li Wan, Quan Wang, Alan Papir +1
eess.AScs.CLcs.LGarXiv:1710.10467v52017
ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling
Yawen Luo, Xiaoyu Shi, Junhao Zhuang +5
cs.CVarXiv:2603.25746v12026
Reinforcement-aware Knowledge Distillation for LLM Reasoning
Zhaoyang Zhang, Shuli Jiang, Yantao Shen +6
cs.LGcs.AIarXiv:2602.22495v32026
pandapower - an Open Source Python Tool for Convenient Modeling, Analysis and Optimization of Electric Power Systems
Leon Thurner, Alexander Scheidler, Florian Schäfer +5
cs.CEarXiv:1709.06743v32017
Rethinking the Trust Region in LLM Reinforcement Learning
Penghui Qi, Xiangxin Zhou, Zichen Liu +4
cs.LGcs.AIcs.CLarXiv:2602.04879v32026
AISHELL-1: An Open-Source Mandarin Speech Corpus and A Speech Recognition Baseline
Hui Bu, Jiayu Du, Xingyu Na +2
cs.CLarXiv:1709.05522v12017
Behavior Specification-Guided Program Synthesis for Binary Deobfuscation
Kangchen Zhu, Shangwen Wang, Zhiliang Tian +5
cs.SEarXiv:2608.20628v12026
Scalable Power Sampling: Unlocking Efficient, Training-Free Reasoning for LLMs via Distribution Sharpening
Xiaotong Ji, Rasul Tutunov, Matthieu Zimmer +1
cs.LGcs.AIarXiv:2601.21590v12026
Continuous Deep Q-Learning with Model-based Acceleration
Shixiang Gu, Timothy Lillicrap, Ilya Sutskever +1
cs.LGcs.AIcs.ROarXiv:1603.00748v12016
A Simpler Approach to Matrix Completion
Benjamin Recht
cs.ITmath.NAmath.OCarXiv:0910.0651v22009
Natural-Language Workflows Are Not Software Yet: Artifact-Driven Compilation for Reliable Agent Execution
Xiangzhe Xu, Hanxi Guo, Guangyu Shen +2
cs.SEarXiv:2608.21341v12026
Meta-learning with differentiable closed-form solvers
Luca Bertinetto, João F. Henriques, Philip H. S. Torr +1
cs.CVcs.LGstat.MLarXiv:1805.08136v32018
Who Trusts AI with Their Emotions? Trust Formation and Sociodemographic Variation in LLM Use for Emotional Support
Natalia Amat-Lefort, Mert Yazan, Amanda Cercas Curry +1
cs.HCarXiv:2608.21220v12026
FinBERT: Financial Sentiment Analysis with Pre-trained Language Models
Dogu Araci
cs.CLcs.LGarXiv:1908.10063v12019
Surrogate Modeling for Fluid Flows Based on Physics-Constrained Deep Learning Without Simulation Data
Luning Sun, Han Gao, Shaowu Pan +1
physics.comp-pharXiv:1906.02382v22019
PhysCaP: Grounding Code-as-Policy Agent with Physics-Informed Exploration
Chen-Yu Lin, Jing-Wen Chen, Hsueh-En Chang +8
cs.ROarXiv:2608.21031v12026
Contrastive Learning with Hard Negative Samples
Joshua Robinson, Ching-Yao Chuang, Suvrit Sra +1
cs.LGstat.MLarXiv:2010.04592v22020
PaperBanana: Automating Academic Illustration for AI Scientists
Dawei Zhu, Rui Meng, Yale Song +4
cs.CLcs.CVarXiv:2601.23265v22026
Think3D: Thinking with Space for Spatial Reasoning
Zaibin Zhang, Yuhan Wu, Lianjie Jia +9
cs.CVarXiv:2601.13029v32026
Hyperagents
Jenny Zhang, Bingchen Zhao, Wannan Yang +5
cs.AIarXiv:2603.19461v12026
Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need?
Yonglong Tian, Yue Wang, Dilip Krishnan +2
cs.CVcs.LGarXiv:2003.11539v22020
Routing Before Looking: Query-Adaptive Evidence Acquisition for Long-form Video Understanding
Tianyue Wang, Xuying Wu, Yuxiang Ma +7
cs.CVarXiv:2608.20805v12026
A Multi-Code Analysis Toolkit for Astrophysical Simulation Data
Matthew J. Turk, Britton D. Smith, Jeffrey S. Oishi +4
astro-ph.IMastro-ph.COarXiv:1011.3514v12010
TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
cs.LGarXiv:2201.07284v62022
Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty
Dan Hendrycks, Mantas Mazeika, Saurav Kadavath +1
cs.LGcs.CVstat.MLarXiv:1906.12340v22019
Programming with models: writing statistical algorithms for general model structures with NIMBLE
Perry de Valpine, Daniel Turek, Christopher J. Paciorek +3
stat.COarXiv:1505.05093v32015
InternVL-U: Democratizing Unified Multimodal Models for Understanding, Reasoning, Generation and Editing
Changyao Tian, Danni Yang, Guanzhou Chen +26
cs.CVarXiv:2603.09877v12026
How AI Impacts Skill Formation
Judy Hanwen Shen, Alex Tamkin
cs.CYcs.AIcs.HCarXiv:2601.20245v22026
FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization
Chiyu Ma, Shuo Yang, Kexin Huang +7
cs.LGarXiv:2603.19835v32026
SPARK-SAM: Self-Prompt Adaptation with Response Knowledge for SAM in Infrared Small Target Segmentation
Aji Mao, Zhenming Peng, Bailin Mu +1
cs.CVarXiv:2608.20754v12026
How to Construct Deep Recurrent Neural Networks
Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho +1
cs.NEcs.LGstat.MLarXiv:1312.6026v52013
A survey of loss functions for semantic segmentation
Shruti Jadon
eess.IVcs.CVcs.LGarXiv:2006.14822v42020
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI
Jure Zbontar, Florian Knoll, Anuroop Sriram +24
cs.CVcs.LGeess.SParXiv:1811.08839v22018
Moment Tensor Potentials: a class of systematically improvable interatomic potentials
Alexander V. Shapeev
physics.comp-phcond-mat.mtrl-scimath.NAarXiv:1512.06054v22015
ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers
Songyang Liu, Chaozhuo Li, Chenxu Wang +8
cs.CRcs.AIarXiv:2603.24414v12026
The Computational 2D Materials Database: High-Throughput Modeling and Discovery of Atomically Thin Crystals
Sten Haastrup, Mikkel Strange, Mohnish Pandey +12
cond-mat.mes-hallcond-mat.mtrl-sciarXiv:1806.03173v22018
Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Machine Learning Engineering
Xinyu Zhu, Yuzhu Cai, Zexi Liu +8
cs.AIarXiv:2601.10402v52026
Inference-time Physics Alignment of Video Generative Models with Latent World Models
Jianhao Yuan, Xiaofeng Zhang, Felix Friedrich +7
cs.CVarXiv:2601.10553v22026

Every paper with a summary

Unrolled Generative Adversarial Networks

The NarrativeQA Reading Comprehension Challenge

Live Artifacts: Authoring Dynamic Media via Live Layers Encapsulating Generative Specifications

LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs

PhysNet: A Neural Network for Predicting Energies, Forces, Dipole Moments and Partial Charges

FeatureBench: Benchmarking Agentic Coding for Complex Feature Development

UniXcoder: Unified Cross-Modal Pre-training for Code Representation

On the Time and Frequency Domain Representations of Signals for CPS Specification

Hacking commercial quantum cryptography systems by tailored bright illumination

Visual Attention Network

Privacy-Preserving Object Detection for Vision Transformer-Based Models

LoL: Longer than Longer, Scaling Video Generation to Hour

Training Deep Spiking Neural Networks using Backpropagation

ES-VP : Energy-Shaped Dynamic Visual Prompting for Efficient Model Adaptation

Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation

Triangulation-Free Bundle Adjustment with Graduated Non-Convexity for Camera Pose Refinement from Coarse Priors

$τ$-Knowledge: Evaluating Conversational Agents over Unstructured Knowledge

COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose COVID-19 in X-Ray Images

AffordAny: Open-World 3D Affordance Grounding from Monocular RGB Images via Vision-Language-Guided Geometric Reasoning

Composer 2 Technical Report

Scale-Aware Trident Networks for Object Detection

Fast Matrix Factorization for Online Recommendation with Implicit Feedback

Generalized End-to-End Loss for Speaker Verification

ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling

Reinforcement-aware Knowledge Distillation for LLM Reasoning

pandapower - an Open Source Python Tool for Convenient Modeling, Analysis and Optimization of Electric Power Systems

Rethinking the Trust Region in LLM Reinforcement Learning

AISHELL-1: An Open-Source Mandarin Speech Corpus and A Speech Recognition Baseline

Behavior Specification-Guided Program Synthesis for Binary Deobfuscation

Scalable Power Sampling: Unlocking Efficient, Training-Free Reasoning for LLMs via Distribution Sharpening

Continuous Deep Q-Learning with Model-based Acceleration

A Simpler Approach to Matrix Completion

Natural-Language Workflows Are Not Software Yet: Artifact-Driven Compilation for Reliable Agent Execution

Meta-learning with differentiable closed-form solvers

Who Trusts AI with Their Emotions? Trust Formation and Sociodemographic Variation in LLM Use for Emotional Support

FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

Surrogate Modeling for Fluid Flows Based on Physics-Constrained Deep Learning Without Simulation Data

PhysCaP: Grounding Code-as-Policy Agent with Physics-Informed Exploration

Contrastive Learning with Hard Negative Samples

PaperBanana: Automating Academic Illustration for AI Scientists

Think3D: Thinking with Space for Spatial Reasoning

Hyperagents

Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need?

Routing Before Looking: Query-Adaptive Evidence Acquisition for Long-form Video Understanding

A Multi-Code Analysis Toolkit for Astrophysical Simulation Data

TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data

Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty

Programming with models: writing statistical algorithms for general model structures with NIMBLE

InternVL-U: Democratizing Unified Multimodal Models for Understanding, Reasoning, Generation and Editing

How AI Impacts Skill Formation

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

SPARK-SAM: Self-Prompt Adaptation with Response Knowledge for SAM in Infrared Small Target Segmentation

How to Construct Deep Recurrent Neural Networks

A survey of loss functions for semantic segmentation

fastMRI: An Open Dataset and Benchmarks for Accelerated MRI

Moment Tensor Potentials: a class of systematically improvable interatomic potentials

ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers

The Computational 2D Materials Database: High-Throughput Modeling and Discovery of Atomically Thin Crystals

Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Machine Learning Engineering

Inference-time Physics Alignment of Video Generative Models with Latent World Models