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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54,241 to 54,300 of 61,393

Deep Learning Scaling is Predictable, Empirically
Joel Hestness, Sharan Narang, Newsha Ardalani +6
cs.LGstat.MLarXiv:1712.00409v12017
Joint 2D-3D-Semantic Data for Indoor Scene Understanding
Iro Armeni, Sasha Sax, Amir R. Zamir +1
cs.CVcs.ROarXiv:1702.01105v22017
Tiny Aya: Bridging Scale and Multilingual Depth
Alejandro R. Salamanca, Diana Abagyan, Daniel D'souza +23
cs.CLarXiv:2603.11510v12026
Sparse Light Field Sampling Improves Casual 3D and 4D Reconstruction
Shamus Li, Ruiming Cao, Laura Waller +2
eess.IVcs.CVarXiv:2608.20602v12026
VM-UNet: Vision Mamba UNet for Medical Image Segmentation
Jiacheng Ruan, Jincheng Li, Suncheng Xiang
eess.IVcs.CVarXiv:2402.02491v22024
LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces
Yukang Feng, Jianwen Sun, Zelai Yang +16
cs.SEcs.MAarXiv:2602.14337v22026
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation
Jiaxuan You, Bowen Liu, Rex Ying +2
cs.LGcs.AIstat.MLarXiv:1806.02473v32018
Workplace Surveillance and Insider Threat Risk Management: Legal Limits and Privacy Harms
Haywood Gelman, John D. Hastings, Suvineetha Herath +1
cs.CRarXiv:2608.21205v12026
Enabling Threshold Custody for the Lightning Network with Nested Threshold Multi-Signatures
Paul Gerhart, Nadav Kohen, Jesse Posner +1
cs.CRarXiv:2608.20705v12026
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification
Yuxuan Wan, Tianqing Fang, Zaitang Li +5
cs.AIarXiv:2601.15808v22026
Fair Resource Allocation in Federated Learning
Tian Li, Maziar Sanjabi, Ahmad Beirami +1
cs.LGstat.MLarXiv:1905.10497v22019
SimToolReal: An Object-Centric Policy for Zero-Shot Dexterous Tool Manipulation
Kushal Kedia, Tyler Ga Wei Lum, Jeannette Bohg +1
cs.ROcs.AIarXiv:2602.16863v22026
Training deep neural networks for the inverse design of nanophotonic structures
Dianjing Liu, Yixuan Tan, Erfan Khoram +1
physics.opticsphysics.app-pharXiv:1710.04724v32017
Cuckoo Search: Recent Advances and Applications
Xin-She Yang, Suash Deb
math.OCcs.NEnlin.AOarXiv:1408.5316v12014
NeSAM: Neuro-Symbolic Kinodynamics with Soil Adaptation for Off-Road Mobility
Chenhui Pan, Tong Xu, Francesco Cancelliere +1
cs.ROarXiv:2608.21330v12026
Look, Listen and Learn
Relja Arandjelović, Andrew Zisserman
cs.CVcs.LGarXiv:1705.08168v22017
Circle Loss: A Unified Perspective of Pair Similarity Optimization
Yifan Sun, Changmao Cheng, Yuhan Zhang +4
cs.CVarXiv:2002.10857v22020
CaMeLs Can Use Computers Too: System-level Security for Computer Use Agents
Hanna Foerster, Tom Blanchard, Kristina Nikolić +6
cs.AIarXiv:2601.09923v32026
Multiple Object Tracking: A Literature Review
Wenhan Luo, Junliang Xing, Anton Milan +3
cs.CVarXiv:1409.7618v52014
VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration
Hanxun Yu, Wentong Li, Xuan Qu +3
cs.CVarXiv:2601.22674v32026
Unsupervised Cross-Domain Image Generation
Yaniv Taigman, Adam Polyak, Lior Wolf
cs.CVarXiv:1611.02200v12016
Aristotelian Manifolds: Leveraging Platonic Perceptual Features for Backpropagation Free Rapid Concept Learning
Michael Karnes, Alper Yilmaz
cs.CVarXiv:2608.20682v12026
RealWonder: Real-Time Physical Action-Conditioned Video Generation
Wei Liu, Ziyu Chen, Zizhang Li +3
cs.CVcs.AIcs.GRarXiv:2603.05449v12026
Adversarial Examples for Semantic Segmentation and Object Detection
Cihang Xie, Jianyu Wang, Zhishuai Zhang +3
cs.CVarXiv:1703.08603v32017
Circuit elements with memory: memristors, memcapacitors and meminductors
Massimiliano Di Ventra, Yuriy V. Pershin, Leon O. Chua
cond-mat.mes-hallarXiv:0901.3682v12009
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises
S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos +6
cs.CVeess.IVarXiv:2008.09104v22020
Unsupervised Cross-lingual Representation Learning for Speech Recognition
Alexis Conneau, Alexei Baevski, Ronan Collobert +2
cs.CLcs.LGcs.SDarXiv:2006.13979v22020
MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data
Zongxia Li, Hongyang Du, Chengsong Huang +8
cs.CVcs.LGarXiv:2603.09206v12026
Recent Advances in Open Set Recognition: A Survey
Chuanxing Geng, Sheng-jun Huang, Songcan Chen
cs.LGstat.MLarXiv:1811.08581v42018
TraceGrant: A Contract-Governed Security Framework for the Task-Effect Lifecycle of Networked LLM Agents
Bohao Liao, Jingchao Wang, Qipeng Song +3
cs.CRarXiv:2608.21126v12026
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation
Jiaxiang Tang, Jiawei Ren, Hang Zhou +2
cs.CVarXiv:2309.16653v22023
AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines
Yifan Wu, Yiran Peng, Yiyu Chen +12
cs.AIcs.SEarXiv:2602.14296v12026
SWE-World: Building Software Engineering Agents in Docker-Free Environments
Shuang Sun, Huatong Song, Lisheng Huang +11
cs.SEcs.CLarXiv:2602.03419v12026
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis
Mehdi S. M. Sajjadi, Bernhard Schölkopf, Michael Hirsch
cs.CVcs.AIstat.MLarXiv:1612.07919v22016
Bootstrapping Mutual Attestation with Kleene's Second Recursion Theorem
Takuma Imamura
cs.CRmath.LOarXiv:2608.20671v12026
MOSS-TTS Technical Report
Yitian Gong, Botian Jiang, Yiwei Zhao +23
cs.SDcs.AIcs.CLarXiv:2603.18090v22026
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution
Siyuan Qiao, Liang-Chieh Chen, Alan Yuille
cs.CVarXiv:2006.02334v22020
Anchoring Instruction Outside Mask: Exact Reference Caching for Efficient In-Context Diffusion Transformers
Yangshuai Liu, Zheming Li, Jiaao Li +4
cs.CVarXiv:2608.21229v12026
STEP3-VL-10B Technical Report
Ailin Huang, Chengyuan Yao, Chunrui Han +90
cs.CVarXiv:2601.09668v22026
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
Antoine Bosselut, Hannah Rashkin, Maarten Sap +3
cs.CLcs.AIarXiv:1906.05317v22019
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks
Abhijit Guha Roy, Nassir Navab, Christian Wachinger
cs.CVarXiv:1803.02579v22018
A VLM Answer Is Not an Anomaly Score: Rank Compression in Training-Free Video Anomaly Detection
Inpyo Song, Jangwon Lee
cs.CVarXiv:2608.21244v12026
Efficient Autoregressive Video Diffusion with Dummy Head
Hang Guo, Zhaoyang Jia, Jiahao Li +5
cs.CVarXiv:2601.20499v12026
Real-Time Aligned Reward Model beyond Semantics
Zixuan Huang, Xin Xia, Yuxi Ren +10
cs.AIarXiv:2601.22664v42026
BiFormer: Vision Transformer with Bi-Level Routing Attention
Lei Zhu, Xinjiang Wang, Zhanghan Ke +2
cs.CVarXiv:2303.08810v12023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes
Cheng-Yu Hsieh, Chun-Liang Li, Chih-Kuan Yeh +6
cs.CLcs.AIcs.LGarXiv:2305.02301v22023
Order Matters: Sequence to sequence for sets
Oriol Vinyals, Samy Bengio, Manjunath Kudlur
stat.MLcs.CLcs.LGarXiv:1511.06391v42015
A Universal Graph Deep Learning Interatomic Potential for the Periodic Table
Chi Chen, Shyue Ping Ong
cond-mat.mtrl-sciphysics.chem-pharXiv:2202.02450v22022
Instruction-Following Evaluation for Large Language Models
Jeffrey Zhou, Tianjian Lu, Swaroop Mishra +5
cs.CLcs.AIcs.LGarXiv:2311.07911v12023
On Deep Multi-View Representation Learning: Objectives and Optimization
Weiran Wang, Raman Arora, Karen Livescu +1
cs.LGarXiv:1602.01024v12016
DiGS-Avatar: Single-Image Animatable 3D Human Reconstruction via UV-Space Diffusion
Jiakun Li, Li Fang, Hao Zhu +4
cs.CVarXiv:2608.20759v12026
Multimodal OCR: Parse Anything from Documents
Handong Zheng, Yumeng Li, Kaile Zhang +22
cs.CVarXiv:2603.13032v22026
Gradient-based Hyperparameter Optimization through Reversible Learning
Dougal Maclaurin, David Duvenaud, Ryan P. Adams
stat.MLcs.LGarXiv:1502.03492v32015
PACED: Distillation and On-Policy Self-Distillation at the Frontier of Student Competence
Yuanda Xu, Hejian Sang, Zhengze Zhou +2
cs.AIcs.LGarXiv:2603.11178v32026
SEMA: Simple yet Effective Learning for Multi-Turn Jailbreak Attacks
Mingqian Feng, Xiaodong Liu, Weiwei Yang +4
cs.CLarXiv:2602.06854v22026
SATzilla: Portfolio-based Algorithm Selection for SAT
Lin Xu, Frank Hutter, Holger H. Hoos +1
cs.AIarXiv:1111.2249v12011
Code2World: A GUI World Model via Renderable Code Generation
Yuhao Zheng, Li'an Zhong, Yi Wang +6
cs.CVcs.AIcs.CLarXiv:2602.09856v12026
Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration?
Pingyue Zhang, Zihan Huang, Yue Wang +11
cs.AIcs.CLcs.LGarXiv:2602.07055v12026
LiveWorld: Simulating Out-of-Sight Dynamics in Generative Video World Models
Zicheng Duan, Jiatong Xia, Zeyu Zhang +7
cs.CVarXiv:2603.07145v22026
Motion 3-to-4: 3D Motion Reconstruction for 4D Synthesis
Hongyuan Chen, Xingyu Chen, Youjia Zhang +2
cs.CVarXiv:2601.14253v12026

Every paper with a summary

Deep Learning Scaling is Predictable, Empirically

Joint 2D-3D-Semantic Data for Indoor Scene Understanding

Tiny Aya: Bridging Scale and Multilingual Depth

Sparse Light Field Sampling Improves Casual 3D and 4D Reconstruction

VM-UNet: Vision Mamba UNet for Medical Image Segmentation

LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces

Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation

Workplace Surveillance and Insider Threat Risk Management: Legal Limits and Privacy Harms

Enabling Threshold Custody for the Lightning Network with Nested Threshold Multi-Signatures

Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification

Fair Resource Allocation in Federated Learning

SimToolReal: An Object-Centric Policy for Zero-Shot Dexterous Tool Manipulation

Training deep neural networks for the inverse design of nanophotonic structures

Cuckoo Search: Recent Advances and Applications

NeSAM: Neuro-Symbolic Kinodynamics with Soil Adaptation for Off-Road Mobility

Look, Listen and Learn

Circle Loss: A Unified Perspective of Pair Similarity Optimization

CaMeLs Can Use Computers Too: System-level Security for Computer Use Agents

Multiple Object Tracking: A Literature Review

VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration

Unsupervised Cross-Domain Image Generation

Aristotelian Manifolds: Leveraging Platonic Perceptual Features for Backpropagation Free Rapid Concept Learning

RealWonder: Real-Time Physical Action-Conditioned Video Generation

Adversarial Examples for Semantic Segmentation and Object Detection

Circuit elements with memory: memristors, memcapacitors and meminductors

A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises

Unsupervised Cross-lingual Representation Learning for Speech Recognition

MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data

Recent Advances in Open Set Recognition: A Survey

TraceGrant: A Contract-Governed Security Framework for the Task-Effect Lifecycle of Networked LLM Agents

DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation

AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines

SWE-World: Building Software Engineering Agents in Docker-Free Environments

EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis

Bootstrapping Mutual Attestation with Kleene's Second Recursion Theorem

MOSS-TTS Technical Report

DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution

Anchoring Instruction Outside Mask: Exact Reference Caching for Efficient In-Context Diffusion Transformers

STEP3-VL-10B Technical Report

COMET: Commonsense Transformers for Automatic Knowledge Graph Construction

Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks

A VLM Answer Is Not an Anomaly Score: Rank Compression in Training-Free Video Anomaly Detection

Efficient Autoregressive Video Diffusion with Dummy Head

Real-Time Aligned Reward Model beyond Semantics

BiFormer: Vision Transformer with Bi-Level Routing Attention

Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

Order Matters: Sequence to sequence for sets

A Universal Graph Deep Learning Interatomic Potential for the Periodic Table

Instruction-Following Evaluation for Large Language Models

On Deep Multi-View Representation Learning: Objectives and Optimization

DiGS-Avatar: Single-Image Animatable 3D Human Reconstruction via UV-Space Diffusion

Multimodal OCR: Parse Anything from Documents

Gradient-based Hyperparameter Optimization through Reversible Learning

PACED: Distillation and On-Policy Self-Distillation at the Frontier of Student Competence

SEMA: Simple yet Effective Learning for Multi-Turn Jailbreak Attacks

SATzilla: Portfolio-based Algorithm Selection for SAT

Code2World: A GUI World Model via Renderable Code Generation

Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration?

LiveWorld: Simulating Out-of-Sight Dynamics in Generative Video World Models

Motion 3-to-4: 3D Motion Reconstruction for 4D Synthesis