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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50,701 to 50,760 of 61,111

When Does Visual Generation Help Visual Understanding in Unified Multimodal Models?
Yubo Zhu, Zhehan Kan, Jingyi Yang +6
cs.CVarXiv:2608.22174v22026
Feature Learning based Deep Supervised Hashing with Pairwise Labels
Wu-Jun Li, Sheng Wang, Wang-Cheng Kang
cs.LGcs.CVarXiv:1511.03855v22015
Reasoning Core: A Scalable Procedural Data Generation Suite for Symbolic Pre-training and Post-Training
Valentin Lacombe, Valentin Quesnel, Damien Sileo
cs.CLarXiv:2603.02208v12026
Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription
Nicolas Boulanger-Lewandowski, Yoshua Bengio, Pascal Vincent
cs.LGcs.SDstat.MLarXiv:1206.6392v12012
DriveGPT4: Interpretable End-to-end Autonomous Driving via Large Language Model
Zhenhua Xu, Yujia Zhang, Enze Xie +5
cs.CVcs.ROarXiv:2310.01412v52023
From Perception to Action: An Interactive Benchmark for Vision Reasoning
Yuhao Wu, Maojia Song, Yihuai Lan +8
cs.CVarXiv:2602.21015v12026
OCR-Agent: Agentic OCR with Capability and Memory Reflection
Shimin Wen, Zeyu Zhang, Xingdou Bian +5
cs.CVarXiv:2602.21053v12026
Pre-Decoding Acoustic Triage for Budgeted Vision-Language Captioning of Untrimmed Egocentric Video
Masoud Jalayer, Changyi Li, Yu Xiao
cs.CVcs.AIcs.SDarXiv:2608.22359v12026
Question Answering with Subgraph Embeddings
Antoine Bordes, Sumit Chopra, Jason Weston
cs.CLarXiv:1406.3676v32014
Bayesian treed Gaussian process models with an application to computer modeling
Robert B. Gramacy, Herbert K. H. Lee
stat.MEstat.APstat.COarXiv:0710.4536v102007
Low-Shot Learning from Imaginary Data
Yu-Xiong Wang, Ross Girshick, Martial Hebert +1
cs.CVarXiv:1801.05401v22018
Reducing Transformer Depth on Demand with Structured Dropout
Angela Fan, Edouard Grave, Armand Joulin
cs.LGcs.CLstat.MLarXiv:1909.11556v12019
SANE: State Anomaly Neutralization for Stable Extreme-Context Delta-Rule Models
Qingwen Lin, Boyan Xu, Xiao Liu +2
cs.LGcs.AIarXiv:2608.22354v22026
VecGlypher: Unified Vector Glyph Generation with Language Models
Xiaoke Huang, Bhavul Gauri, Kam Woh Ng +12
cs.CLarXiv:2602.21461v12026
BMN: Boundary-Matching Network for Temporal Action Proposal Generation
Tianwei Lin, Xiao Liu, Xin Li +2
cs.CVarXiv:1907.09702v12019
Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets
Hanna Yukhymenko, Anton Alexandrov, Martin Vechev
cs.CLcs.AIcs.LGarXiv:2602.22207v12026
Learning from the Test: Self-Referential Differential Testing for Deep RL Agents
Junda He, Jieke Shi, Zhou Yang +2
cs.SEcs.AIcs.LGarXiv:2608.22284v12026
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
Jun Chen, Deyao Zhu, Xiaoqian Shen +7
cs.CVarXiv:2310.09478v32023
veScale-FSDP: Flexible and High-Performance FSDP at Scale
Zezhou Wang, Youjie Li, Zhiqi Lin +9
cs.DCcs.AIcs.LGarXiv:2602.22437v32026
Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation
Dawei Gao, Haibin Wang, Yaliang Li +4
cs.DBcs.CLcs.LGarXiv:2308.15363v42023
AgentDropoutV2: Optimizing Information Flow in Multi-Agent Systems via Test-Time Rectify-or-Reject Pruning
Yutong Wang, Siyuan Xiong, Xuebo Liu +4
cs.AIcs.CLarXiv:2602.23258v22026
Mollified Value Learning
Hrishikesh Viswanath, Juanwu Lu, S. Talha Bukhari +4
cs.LGcs.ROarXiv:2602.23280v22026
DySCo: Dynamically consistent data-driven downscaling of extremes in climate projections
S. Stamatelopoulos, M. Wang, I. Lopez-Gomez +5
cs.LGmath.NAphysics.ao-pharXiv:2608.21998v12026
SGDC: Structurally-Guided Dynamic Convolution for Medical Image Segmentation
Bo Shi, Wei-ping Zhu, M. N. S. Swamy
eess.IVcs.CVarXiv:2602.23496v12026
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features
Matteo Pagliardini, Prakhar Gupta, Martin Jaggi
cs.CLcs.AIcs.IRarXiv:1703.02507v32017
Accelerating Masked Image Generation by Learning Latent Controlled Dynamics
Kaiwen Zhu, Quansheng Zeng, Yuandong Pu +8
cs.CVarXiv:2602.23996v12026
Generalizable Knowledge Distillation from Vision Foundation Models for Semantic Segmentation
Chonghua Lv, Dong Zhao, Shuang Wang +4
cs.CVarXiv:2603.02554v12026
Learning Generative Models with Sinkhorn Divergences
Aude Genevay, Gabriel Peyré, Marco Cuturi
stat.MLarXiv:1706.00292v32017
BEVFusion: A Simple and Robust LiDAR-Camera Fusion Framework
Tingting Liang, Hongwei Xie, Kaicheng Yu +6
cs.CVarXiv:2205.13790v32022
Online World Modeling Enables Real-World Inverse Reinforcement Learning from Observation
Tyler Han, Bat Nemekhbold, Siyang Shen +6
cs.ROarXiv:2602.24121v22026
Hide-and-Seek: Forcing a Network to be Meticulous for Weakly-supervised Object and Action Localization
Krishna Kumar Singh, Yong Jae Lee
cs.CVarXiv:1704.04232v22017
Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models
Qiyuan Zhang, Yufei Wang, Tianhe Wu +5
cs.AIarXiv:2603.01571v12026
Scalable Variational Gaussian Process Classification
James Hensman, Alex Matthews, Zoubin Ghahramani
stat.MLarXiv:1411.2005v12014
Scalable Global Optimization via Local Bayesian Optimization
David Eriksson, Michael Pearce, Jacob R Gardner +2
cs.LGstat.MLarXiv:1910.01739v42019
DynaMoE: Dynamic Token-Level Expert Activation with Layer-Wise Adaptive Capacity for Mixture-of-Experts Neural Networks
Gökdeniz Gülmez
cs.LGcs.AIarXiv:2603.01697v12026
PageRank beyond the Web
David F. Gleich
cs.SIcs.CEmath.NAarXiv:1407.5107v12014
Research Priorities for Robust and Beneficial Artificial Intelligence
Stuart Russell, Daniel Dewey, Max Tegmark
cs.AIstat.MLarXiv:1602.03506v12016
Enabling Wireless Power Transfer in Cellular Networks: Architecture, Modeling and Deployment
Kaibin Huang, Vincent K. N. Lau
cs.ITarXiv:1207.5640v12012
Learning Spectral Representations of Code through Latent Graph Learning for Generalizable Cross-Language Code Clone Detection
Mohsen Hesamolhokama, Ali Sadeghi, Kousha Moeini +3
cs.SEarXiv:2608.22383v12026
T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning
Qinsi Wang, Hancheng Ye, Jinhee Kim +12
cs.CLcs.AIarXiv:2603.03790v12026
Automated brain extraction of multi-sequence MRI using artificial neural networks
Fabian Isensee, Marianne Schell, Irada Tursunova +10
cs.CVarXiv:1901.11341v22019
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration?
Dadi Guo, Yuejin Xie, Qingyu Liu +11
cs.CLarXiv:2603.03202v32026
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering
Aishwarya Agrawal, Dhruv Batra, Devi Parikh +1
cs.CVcs.AIcs.CLarXiv:1712.00377v22017
A Corpus for Reasoning About Natural Language Grounded in Photographs
Alane Suhr, Stephanie Zhou, Ally Zhang +3
cs.CLcs.CVarXiv:1811.00491v32018
Summaries:한국어
Order-independent constraint-based causal structure learning
Diego Colombo, Marloes H. Maathuis
stat.MLcs.LGarXiv:1211.3295v22012
HDINO: A Concise and Efficient Open-Vocabulary Detector
Hao Zhang, Yiqun Wang, Qinran Lin +2
cs.CVarXiv:2603.02924v12026
Overcoming Catastrophic Forgetting by Incremental Moment Matching
Sang-Woo Lee, Jin-Hwa Kim, Jaehyun Jun +2
cs.LGcs.AIarXiv:1703.08475v32017
Are Emergent Abilities of Large Language Models a Mirage?
Rylan Schaeffer, Brando Miranda, Sanmi Koyejo
cs.AIcs.LGarXiv:2304.15004v22023
OmniCAD: A Large-Scale Benchmark for 3D Spatial Reasoning in Robotics Assemblies
Mingjia Wang, Taiting Lu, Ziwei Dong +25
cs.CVarXiv:2608.22637v12026
Progressive Residual Warmup for Language Model Pretraining
Tianhao Chen, Xin Xu, Lu Yin +4
cs.CLarXiv:2603.05369v12026
Scaling Agentic Capabilities, Not Context: Efficient Reinforcement Finetuning for Large Toolspaces
Karan Gupta, Pranav Vajreshwari, Yash Pandya +3
cs.LGcs.AIarXiv:2603.06713v12026
SSE-Bio: A Structured Self-Evolving Agent with Agentic Retrieval Policy for Multi-Hop Biomedical Reasoning
Zhaohan Meng, Zaiqiao Meng, Siwei Liu +3
cs.CLcs.AIcs.CEarXiv:2608.22132v12026
A Probabilistic U-Net for Segmentation of Ambiguous Images
Simon A. A. Kohl, Bernardino Romera-Paredes, Clemens Meyer +6
cs.CVcs.LGcs.NEarXiv:1806.05034v42018
Deep Learning for Computational Chemistry
Garrett B. Goh, Nathan O. Hodas, Abhinav Vishnu
stat.MLcs.AIcs.CEarXiv:1701.04503v12017
The Event-Camera Dataset and Simulator: Event-based Data for Pose Estimation, Visual Odometry, and SLAM
Elias Mueggler, Henri Rebecq, Guillermo Gallego +2
cs.ROcs.CVarXiv:1610.08336v42016
Knowledge Neurons in Pretrained Transformers
Damai Dai, Li Dong, Yaru Hao +3
cs.CLarXiv:2104.08696v22021
Analyzing and Mitigating Cross-Lingual Degradation in Multilingual Medical VQA
Jingbo Wang, Sendong Zhao, Haochun Wang +2
cs.AIarXiv:2608.22363v12026
SAHOO: Safeguarded Alignment for High-Order Optimization Objectives in Recursive Self-Improvement
Subramanyam Sahoo, Aman Chadha, Vinija Jain +1
cs.AIcs.CLcs.LGarXiv:2603.06333v12026
Invertible Residual Networks
Jens Behrmann, Will Grathwohl, Ricky T. Q. Chen +2
cs.LGcs.AIcs.CVarXiv:1811.00995v32018
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning
Richard J. Chen, Chengkuan Chen, Yicong Li +4
cs.CVarXiv:2206.02647v12022

Every paper with a summary

When Does Visual Generation Help Visual Understanding in Unified Multimodal Models?

Feature Learning based Deep Supervised Hashing with Pairwise Labels

Reasoning Core: A Scalable Procedural Data Generation Suite for Symbolic Pre-training and Post-Training

Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription

DriveGPT4: Interpretable End-to-end Autonomous Driving via Large Language Model

From Perception to Action: An Interactive Benchmark for Vision Reasoning

OCR-Agent: Agentic OCR with Capability and Memory Reflection

Pre-Decoding Acoustic Triage for Budgeted Vision-Language Captioning of Untrimmed Egocentric Video

Question Answering with Subgraph Embeddings

Bayesian treed Gaussian process models with an application to computer modeling

Low-Shot Learning from Imaginary Data

Reducing Transformer Depth on Demand with Structured Dropout

SANE: State Anomaly Neutralization for Stable Extreme-Context Delta-Rule Models

VecGlypher: Unified Vector Glyph Generation with Language Models

BMN: Boundary-Matching Network for Temporal Action Proposal Generation

Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets

Learning from the Test: Self-Referential Differential Testing for Deep RL Agents

MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

veScale-FSDP: Flexible and High-Performance FSDP at Scale

Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation

AgentDropoutV2: Optimizing Information Flow in Multi-Agent Systems via Test-Time Rectify-or-Reject Pruning

Mollified Value Learning

DySCo: Dynamically consistent data-driven downscaling of extremes in climate projections

SGDC: Structurally-Guided Dynamic Convolution for Medical Image Segmentation

Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features

Accelerating Masked Image Generation by Learning Latent Controlled Dynamics

Generalizable Knowledge Distillation from Vision Foundation Models for Semantic Segmentation

Learning Generative Models with Sinkhorn Divergences

BEVFusion: A Simple and Robust LiDAR-Camera Fusion Framework

Online World Modeling Enables Real-World Inverse Reinforcement Learning from Observation

Hide-and-Seek: Forcing a Network to be Meticulous for Weakly-supervised Object and Action Localization

Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models

Scalable Variational Gaussian Process Classification

Scalable Global Optimization via Local Bayesian Optimization

DynaMoE: Dynamic Token-Level Expert Activation with Layer-Wise Adaptive Capacity for Mixture-of-Experts Neural Networks

PageRank beyond the Web

Research Priorities for Robust and Beneficial Artificial Intelligence

Enabling Wireless Power Transfer in Cellular Networks: Architecture, Modeling and Deployment

Learning Spectral Representations of Code through Latent Graph Learning for Generalizable Cross-Language Code Clone Detection

T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning

Automated brain extraction of multi-sequence MRI using artificial neural networks

Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration?

Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering

A Corpus for Reasoning About Natural Language Grounded in Photographs

Order-independent constraint-based causal structure learning

HDINO: A Concise and Efficient Open-Vocabulary Detector

Overcoming Catastrophic Forgetting by Incremental Moment Matching

Are Emergent Abilities of Large Language Models a Mirage?

OmniCAD: A Large-Scale Benchmark for 3D Spatial Reasoning in Robotics Assemblies

Progressive Residual Warmup for Language Model Pretraining

Scaling Agentic Capabilities, Not Context: Efficient Reinforcement Finetuning for Large Toolspaces

SSE-Bio: A Structured Self-Evolving Agent with Agentic Retrieval Policy for Multi-Hop Biomedical Reasoning

A Probabilistic U-Net for Segmentation of Ambiguous Images

Deep Learning for Computational Chemistry

The Event-Camera Dataset and Simulator: Event-based Data for Pose Estimation, Visual Odometry, and SLAM

Knowledge Neurons in Pretrained Transformers

Analyzing and Mitigating Cross-Lingual Degradation in Multilingual Medical VQA

SAHOO: Safeguarded Alignment for High-Order Optimization Objectives in Recursive Self-Improvement

Invertible Residual Networks

Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning