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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721 to 780 of 61,306

UnityShots: Memory-Driven Multi-Shot Audio-Video Generation with Boundary-Aware Gating
Jiehui Huang, Yuechen Zhang, Bin Xia +7
cs.CVarXiv:2606.21661v12026
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites
Zhe Chen, Weiyun Wang, Hao Tian +32
cs.CVarXiv:2404.16821v22024
Multinetwork of international trade: A commodity-specific analysis
Matteo Barigozzi, Giorgio Fagiolo, Diego Garlaschelli
q-fin.GNcond-mat.stat-mechphysics.soc-pharXiv:0908.1879v42009
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding
Mostafa Elhoushi, Akshat Shrivastava, Diana Liskovich +10
cs.CLcs.AIcs.LGarXiv:2404.16710v42024
Model-free control and intelligent PID controllers: towards a possible trivialization of nonlinear control?
Michel Fliess, Cédric Join
math.OCmath.CAmath.NAarXiv:0904.0322v12009
DeepGCNs: Making GCNs Go as Deep as CNNs
Guohao Li, Matthias Müller, Guocheng Qian +4
cs.CVcs.LGeess.IVarXiv:1910.06849v32019
World Action Models: A Survey
Qiuhong Shen, Shihua Zhang, Yue Liao +5
cs.ROcs.CVarXiv:2606.20781v12026
Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation
Mu Hu, Wei Yin, Chi Zhang +7
cs.CVarXiv:2404.15506v42024
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering
Shangwen Lv, Daya Guo, Jingjing Xu +7
cs.CLarXiv:1909.05311v22019
The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL
Nicolas Beltran-Velez, Felix Friedrich, Zhang Xiaofeng +4
cs.LGcs.CVarXiv:2606.19162v12026
InceptionTime: Finding AlexNet for Time Series Classification
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier +7
cs.LGstat.MLarXiv:1909.04939v32019
Incorporating long-range physics in atomic-scale machine learning
Andrea Grisafi, Michele Ceriotti
physics.chem-pharXiv:1909.04512v12019
Link communities reveal multiscale complexity in networks
Yong-Yeol Ahn, James P. Bagrow, Sune Lehmann
physics.soc-phphysics.data-anq-bio.QMarXiv:0903.3178v32009
ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback
Ming Li, Taojiannan Yang, Huafeng Kuang +4
cs.CVcs.AIcs.LGarXiv:2404.07987v42024
Enforcing Analytic Constraints in Neural-Networks Emulating Physical Systems
Tom Beucler, Michael Pritchard, Stephan Rasp +3
physics.comp-phphysics.ao-pharXiv:1909.00912v52019
GRM: Large Gaussian Reconstruction Model for Efficient 3D Reconstruction and Generation
Yinghao Xu, Zifan Shi, Wang Yifan +5
cs.CVarXiv:2403.14621v12024
Anomaly Detection in Video Sequence with Appearance-Motion Correspondence
Trong Nguyen Nguyen, Jean Meunier
cs.CVcs.LGcs.NEarXiv:1908.06351v12019
Where Did It Go Wrong? Process-Level Evaluation of Web Agents with Semantic State Tracking
Jiwan Chung, JiHyuk Byun, Vibhav Vineet +1
cs.AIcs.LGarXiv:2606.15673v22026
Local Differential Privacy for Deep Learning
M. A. P. Chamikara, P. Bertok, I. Khalil +3
cs.LGcs.CRarXiv:1908.02997v32019
Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems
Tina Toni, David Welch, Natalja Strelkowa +2
stat.COstat.MEarXiv:0901.1925v12009
CODA-BENCH: Can Code Agents Handle Data-Intensive Tasks?
Yuxin Zhang, Ju Fan, Meihao Fan +2
cs.AIcs.CLarXiv:2606.15300v12026
Optuna: A Next-generation Hyperparameter Optimization Framework
Takuya Akiba, Shotaro Sano, Toshihiko Yanase +2
cs.LGstat.MLarXiv:1907.10902v12019
Methods and results of an automatic analysis of a complete sample of Swift-XRT observations of GRBs
P. A. Evans, A. P. Beardmore, K. L. Page +22
astro-pharXiv:0812.3662v32008
Do Large Language Models Latently Perform Multi-Hop Reasoning?
Sohee Yang, Elena Gribovskaya, Nora Kassner +2
cs.CLarXiv:2402.16837v22024
A Geometric Perspective on Quantum Parameter Estimation
Jasminder S. Sidhu, Pieter Kok
quant-phcond-mat.dis-nnphysics.app-pharXiv:1907.06628v22019
Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey
Zhichen Dong, Zhanhui Zhou, Chao Yang +2
cs.CLcs.AIcs.CYarXiv:2402.09283v32024
From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI
Yongheng Zhang, Ziang Liu, Jiaxuan Zhu +17
cs.AIarXiv:2606.14502v22026
Hierarchically Structured Meta-learning
Huaxiu Yao, Ying Wei, Junzhou Huang +1
cs.LGstat.MLarXiv:1905.05301v22019
Consistency of Random Survival Forests
Hemant Ishwaran, Udaya B. Kogalur
math.STarXiv:0811.2844v12008
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models
Dongyang Liu, Renrui Zhang, Longtian Qiu +16
cs.CVcs.AIcs.CLarXiv:2402.05935v32024
Network coding meets TCP
Jay Kumar Sundararajan, Devavrat Shah, Muriel Medard +2
cs.NIcs.ITarXiv:0809.5022v12008
InstructIR: High-Quality Image Restoration Following Human Instructions
Marcos V. Conde, Gregor Geigle, Radu Timofte
cs.CVcs.LGeess.IVarXiv:2401.16468v52024
Supervised Dictionary Learning
Julien Mairal, Francis Bach, Jean Ponce +2
cs.CVarXiv:0809.3083v12008
The first-mover advantage in scientific publication
M. E. J. Newman
physics.soc-phcs.DLcs.SIarXiv:0809.0522v12008
Reliable Fine-Grained Evaluation of Natural Language Math Proofs
Wenjie Ma, Andrei Cojocaru, Neel Kolhe +6
cs.CLcs.AIarXiv:2510.13888v22025
GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces
Xinyu Geng, Yanjing Xiao, Yuyang Zhang +5
cs.CLarXiv:2604.04017v12026
A Nested Attention Neural Hybrid Model for Grammatical Error Correction
Jianshu Ji, Qinlong Wang, Kristina Toutanova +3
cs.CLarXiv:1707.02026v22017
Improving Factual Consistency of Abstractive Summarization via Question Answering
Feng Nan, Cicero Nogueira dos Santos, Henghui Zhu +7
cs.CLcs.AIarXiv:2105.04623v12021
Emoti-Attack: Zero-Perturbation Adversarial Attacks on NLP Systems via Emoji Sequences
Yangshijie Zhang
cs.AIcs.CLcs.CRarXiv:2502.17392v12025
A Principle of Targeted Intervention for Multi-Agent Reinforcement Learning
Anjie Liu, Jianhong Wang, Samuel Kaski +2
cs.AIcs.LGcs.MAarXiv:2510.17697v42025
Fair Transfer of Multiple Style Attributes in Text
Karan Dabas, Nishtha Madan, Vijay Arya +3
cs.CLcs.AIcs.LGarXiv:2001.06693v12020
Understanding Back-Translation at Scale
Sergey Edunov, Myle Ott, Michael Auli +1
cs.CLarXiv:1808.09381v22018
Convergence guarantees for RMSProp and ADAM in non-convex optimization and an empirical comparison to Nesterov acceleration
Soham De, Anirbit Mukherjee, Enayat Ullah
cs.LGmath.OCstat.MLarXiv:1807.06766v32018
PEER: A Collaborative Language Model
Timo Schick, Jane Dwivedi-Yu, Zhengbao Jiang +7
cs.CLarXiv:2208.11663v12022
Training Language Models with Language Feedback
Jérémy Scheurer, Jon Ander Campos, Jun Shern Chan +3
cs.CLcs.AIcs.LGarXiv:2204.14146v42022
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis
Satoki Ishikawa, Makoto Yamada, Han Bao +1
cs.LGarXiv:2405.14650v22024
Brain-Inspired Stochastic Joint Embedding Representation Learning
Makoto Yamada, Kian Ming A. Chai, Ayoub Rhim +3
cs.CVcs.AIcs.LGarXiv:2505.11129v22025
SkyJEPA: Learning Long-Horizon World Models for Zero-Shot Sim-to-Real Control of Quadrotors
Pratyaksh Rao, Wancong Zhang, Randall Balestriero +2
cs.ROcs.LGarXiv:2606.23444v22026
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering
Jiacheng Liu, Skyler Hallinan, Ximing Lu +4
cs.CLcs.AIarXiv:2210.03078v22022
Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset
Hannah Rashkin, Eric Michael Smith, Margaret Li +1
cs.CLarXiv:1811.00207v52018
Siamese Masked Autoencoders
Agrim Gupta, Jiajun Wu, Jia Deng +1
cs.CVcs.LGarXiv:2305.14344v12023
Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders
Alexandre Eymaël, Renaud Vandeghen, Anthony Cioppa +3
cs.CVarXiv:2403.17823v22024
Visual Representation Learning with Stochastic Frame Prediction
Huiwon Jang, Dongyoung Kim, Junsu Kim +3
cs.CVcs.AIcs.LGarXiv:2406.07398v22024
Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition
Tianlang Chen, Chen Fang, Xiaohui Shen +3
cs.CVarXiv:2002.10322v52020
DeepSeek-V3 Technical Report
DeepSeek-AI, Aixin Liu, Bei Feng +197
cs.CLcs.AIarXiv:2412.19437v22024
Pushing Stochastic Gradient towards Second-Order Methods -- Backpropagation Learning with Transformations in Nonlinearities
Tommi Vatanen, Tapani Raiko, Harri Valpola +1
cs.LGcs.CVstat.MLarXiv:1301.3476v32013
Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills
Dawei Liu, Zongxia Li, Hongyang Du +4
cs.AIarXiv:2604.05333v42026
VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo
Qianli Ma, Yaowei Zheng, Zhelun Shi +9
cs.CLcs.AIcs.DCarXiv:2508.02317v32025
TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability
Tonglong Wei, Yan Lin, Zeyu Zhou +6
cs.LGarXiv:2505.12672v12025
Harnessing Large Language Models for Training-free Video Anomaly Detection
Luca Zanella, Willi Menapace, Massimiliano Mancini +2
cs.CVarXiv:2404.01014v12024

Every paper with a summary

UnityShots: Memory-Driven Multi-Shot Audio-Video Generation with Boundary-Aware Gating

How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Multinetwork of international trade: A commodity-specific analysis

LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding

Model-free control and intelligent PID controllers: towards a possible trivialization of nonlinear control?

DeepGCNs: Making GCNs Go as Deep as CNNs

World Action Models: A Survey

Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering

The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL

InceptionTime: Finding AlexNet for Time Series Classification

Incorporating long-range physics in atomic-scale machine learning

Link communities reveal multiscale complexity in networks

ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback

Enforcing Analytic Constraints in Neural-Networks Emulating Physical Systems

GRM: Large Gaussian Reconstruction Model for Efficient 3D Reconstruction and Generation

Anomaly Detection in Video Sequence with Appearance-Motion Correspondence

Where Did It Go Wrong? Process-Level Evaluation of Web Agents with Semantic State Tracking

Local Differential Privacy for Deep Learning

Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems

CODA-BENCH: Can Code Agents Handle Data-Intensive Tasks?

Optuna: A Next-generation Hyperparameter Optimization Framework

Methods and results of an automatic analysis of a complete sample of Swift-XRT observations of GRBs

Do Large Language Models Latently Perform Multi-Hop Reasoning?

A Geometric Perspective on Quantum Parameter Estimation

Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI

Hierarchically Structured Meta-learning

Consistency of Random Survival Forests

SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models

Network coding meets TCP

InstructIR: High-Quality Image Restoration Following Human Instructions

Supervised Dictionary Learning

The first-mover advantage in scientific publication

Reliable Fine-Grained Evaluation of Natural Language Math Proofs

GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces

A Nested Attention Neural Hybrid Model for Grammatical Error Correction

Improving Factual Consistency of Abstractive Summarization via Question Answering

Emoti-Attack: Zero-Perturbation Adversarial Attacks on NLP Systems via Emoji Sequences

A Principle of Targeted Intervention for Multi-Agent Reinforcement Learning

Fair Transfer of Multiple Style Attributes in Text

Understanding Back-Translation at Scale

Convergence guarantees for RMSProp and ADAM in non-convex optimization and an empirical comparison to Nesterov acceleration

PEER: A Collaborative Language Model

Training Language Models with Language Feedback

PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis

Brain-Inspired Stochastic Joint Embedding Representation Learning

SkyJEPA: Learning Long-Horizon World Models for Zero-Shot Sim-to-Real Control of Quadrotors

Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering

Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset

Siamese Masked Autoencoders

Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders

Visual Representation Learning with Stochastic Frame Prediction

Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition

DeepSeek-V3 Technical Report

Pushing Stochastic Gradient towards Second-Order Methods -- Backpropagation Learning with Transformations in Nonlinearities

Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills

VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo

TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability

Harnessing Large Language Models for Training-free Video Anomaly Detection