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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85,261 to 85,320 of 103,904

Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech
Chien-yu Huang, Ke-Han Lu, Shih-Heng Wang +12
eess.AScs.LGcs.SDarXiv:2309.09510v22023
RayOrch: Programming and Executing Lineage-Controlled Multi-Grain Dataflows for Foundation-Model Data Preparation
Xiaochen Ma, Zimo Meng, Junzhu Liang +13
cs.DCarXiv:2609.18703v12026
Quantifying Differences in Reward Functions
Adam Gleave, Michael Dennis, Shane Legg +2
cs.LGcs.AIstat.MLarXiv:2006.13900v32020
From Show to Tell: A Survey on Deep Learning-based Image Captioning
Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi +3
cs.CVcs.CLarXiv:2107.06912v32021
Minimal obstructions for 1-immersions and hardness of 1-planarity testing
Vladimir P. Korzhik, Bojan Mohar
math.COarXiv:1110.4881v12011
Oobleck: Resilient Distributed Training of Large Models Using Pipeline Templates
Insu Jang, Zhenning Yang, Zhen Zhang +2
cs.DCcs.LGarXiv:2309.08125v22023
Diffusion Model as a Generalist Segmentation Learner
Haoxiao Wang, Antao Xiang, Haiyang Sun +8
cs.CVarXiv:2604.24575v12026
On bibliographic networks
Vladimir Batagelj, Monika Cerinšek
cs.SIcs.DLphysics.soc-pharXiv:1301.4655v12013
Bidimensionality and Kernels
Fedor V. Fomin, Daniel Lokshtanov, Saket Saurabh +1
cs.DSmath.COarXiv:1606.05689v32016
GraphiT: Encoding Graph Structure in Transformers
Grégoire Mialon, Dexiong Chen, Margot Selosse +1
cs.LGarXiv:2106.05667v12021
PPO-STGNN: A Proximal Policy Optimization Approach with Spatio-Temporal Graph Neural Networks for DAG Task Scheduling in Cloud-Edge-End Computing
Yangshuo Qi, Chenwei Wang, Zihan Shen +1
cs.AIarXiv:2609.03503v12026
Conditioned Initialization for Attention
Hemanth Saratchandran, Simon Lucey
cs.LGcs.CVarXiv:2609.07086v12026
Variational Bayesian Inference and Complexity Control for Stochastic Block Models
Pierre Latouche, Etienne Birmele, Christophe Ambroise
stat.APstat.MEarXiv:0912.2873v22009
PLUTO: a Numerical Code for Computational Astrophysics
A. Mignone, G. Bodo, S. Massaglia +4
astro-pharXiv:astro-ph/0701854v22007
Next-Acceleration-Scale Prediction for Autoregressive MRI Reconstruction
Yilmaz Korkmaz, Vishal M. Patel
eess.IVcs.CVarXiv:2605.19354v22026
Agent-Based Modeling of Host-Pathogen Systems: The Successes and Challenges
Amy L. Bauer, Catherine A. A. Beauchemin, Alan S. Perelson
q-bio.CBq-bio.QMarXiv:0807.0247v12008
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting
Defu Cao, Yujing Wang, Juanyong Duan +8
cs.LGcs.AIarXiv:2103.07719v12021
A Gated Cross-domain Collaborative Network for Underwater Object Detection
Linhui Dai, Hong Liu, Pinhao Song +1
cs.CVarXiv:2306.14141v12023
Semantic-Conditional Diffusion Networks for Image Captioning
Jianjie Luo, Yehao Li, Yingwei Pan +4
cs.CVcs.CLcs.MMarXiv:2212.03099v12022
S-LoRA: Serving Thousands of Concurrent LoRA Adapters
Ying Sheng, Shiyi Cao, Dacheng Li +9
cs.LGcs.AIcs.DCarXiv:2311.03285v32023
Unified Human-Scene Interaction via Prompted Chain-of-Contacts
Zeqi Xiao, Tai Wang, Jingbo Wang +5
cs.CVarXiv:2309.07918v52023
When Less Data Favors Smaller Teachers: Rethinking Teacher Capacity and Data Selection for Knowledge Distillation
Minjae Park, Taesun Yeom, Jaeho Lee
cs.LGarXiv:2609.34489v12026
V-STaR: Benchmarking Video-LLMs on Video Spatio-Temporal Reasoning
Zixu Cheng, Jian Hu, Ziquan Liu +3
cs.CVarXiv:2503.11495v12025
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning
Xiaogeng Liu, Xinyan Wang, Yingzi Ma +2
cs.LGcs.AIarXiv:2605.21606v12026
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models
Emilie Kaufmann, Olivier Cappé, Aurélien Garivier
stat.MLcs.LGarXiv:1407.4443v22014
Revisiting Heterophily For Graph Neural Networks
Sitao Luan, Chenqing Hua, Qincheng Lu +5
cs.LGcs.SIarXiv:2210.07606v12022
SupGRPO: Enhancing GRPO with Matching-based Online SFT for Text Spotting
Xudong Xie, Yuzhe Li, Jing Shi +3
cs.CVarXiv:2609.07081v12026
Distributed Model Predictive Control for Heterogeneous Vehicle Platoons under Unidirectional Topologies
Yang Zheng, Shengbo Eben Li, Keqiang Li +2
math.OCarXiv:1603.03225v22016
NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images
Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajadin +1
cs.CVstat.AParXiv:2005.14511v22020
White-Box Transformers via Sparse Rate Reduction
Yaodong Yu, Sam Buchanan, Druv Pai +5
cs.LGarXiv:2306.01129v12023
k-NN Regression Adapts to Local Intrinsic Dimension
Samory Kpotufe
stat.MLarXiv:1110.4300v12011
Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models
Xiang Hu, Zhanchao Zhou, Ruiqi Liang +3
cs.CLcs.AIarXiv:2511.23319v12025
MDSkin-Net: Multi-Task Skin Lesion Analysis Driven by Pattern Analysis Priors and Spatial Alignment Regularization
Yijian Li, Saad Bedros, Paul Bigliardi +3
cs.CVarXiv:2609.30855v12026
Multi-Scale CLEAN deconvolution of radio synthesis images
T. J. Cornwell
astro-pharXiv:0806.2228v12008
MaxBCG: A Red Sequence Galaxy Cluster Finder
Benjamin P. Koester, Timothy A. McKay, James Annis +6
astro-pharXiv:astro-ph/0701268v12007
Lapras: Latent Reasoning for Time Series Language Models
Yuliang Chen, Yu Yvonne Wu, Patrick Langer +11
cs.CLcs.LGarXiv:2610.11111v12026
Recoverability as a System Primitive for Long-Horizon AI Agents
Zhihui Zhang, Wei Liu
cs.AIarXiv:2609.13672v12026
Regime Change: Bit-Depth versus Measurement-Rate in Compressive Sensing
Jason N. Laska, Richard G. Baraniuk
cs.ITmath.ITarXiv:1110.3450v12011
Auxetic metamaterials from disordered networks
Daniel R Reid, Nidhi Pashine, Justin M Wozniak +4
cond-mat.softarXiv:1710.02493v12017
Separable Self and Mixed Attention Transformers for Efficient Object Tracking
Goutam Yelluru Gopal, Maria A. Amer
cs.CVarXiv:2309.03979v12023
Detect Anything in Graphic Design: Element-Level Rewards for Autoregressive Detection
Jiangning Zhu, Bowen Li, Shenyu Qiao +4
cs.CVcs.LGarXiv:2609.07072v12026
Exploring Cross-Image Pixel Contrast for Semantic Segmentation
Wenguan Wang, Tianfei Zhou, Fisher Yu +3
cs.CVarXiv:2101.11939v42021
Magma: A Foundation Model for Multimodal AI Agents
Jianwei Yang, Reuben Tan, Qianhui Wu +10
cs.CVcs.AIcs.HCarXiv:2502.13130v12025
AudioPaLM: A Large Language Model That Can Speak and Listen
Paul K. Rubenstein, Chulayuth Asawaroengchai, Duc Dung Nguyen +27
cs.CLcs.AIcs.SDarXiv:2306.12925v12023
Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation
Yue Liao, Pengfei Zhou, Siyuan Huang +11
cs.ROcs.CVarXiv:2508.05635v32025
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
Zonglin Yang, Xinya Du, Junxian Li +3
cs.CLcs.AIarXiv:2309.02726v32023
Deep Hyperspherical Learning
Weiyang Liu, Yan-Ming Zhang, Xingguo Li +4
cs.LGcs.CVstat.MLarXiv:1711.03189v52017
Outage and Local Throughput and Capacity of Random Wireless Networks
Martin Haenggi
cs.ITcs.NImath.ITarXiv:0806.0909v12008
Upsample Anything: A Simple and Hard to Beat Baseline for Feature Upsampling
Minseok Seo, Mark Hamilton, Changick Kim
cs.CVarXiv:2511.16301v22025
Monotonicity of a relative Rényi entropy
Rupert L. Frank, Elliott H. Lieb
math-phcs.ITmath.FAarXiv:1306.5358v32013
Can Network Theory-based Targeting Increase Technology Adoption?
Lori Beaman, Ariel BenYishay, Jeremy Magruder +1
econ.GNarXiv:1808.01205v12018
Approximating CSPs with Global Cardinality Constraints Using SDP Hierarchies
Prasad Raghavendra, Ning Tan
cs.DSarXiv:1110.1064v12011
Unsupervised Multi-Target Domain Adaptation: An Information Theoretic Approach
Behnam Gholami, Pritish Sahu, Ognjen Rudovic +2
cs.CVarXiv:1810.11547v12018
Submodular Trajectory Optimization for Aerial 3D Scanning
Mike Roberts, Debadeepta Dey, Anh Truong +5
cs.CVarXiv:1705.00703v32017
ProEdit: Inversion-based Editing From Prompts Done Right
Zhi Ouyang, Dian Zheng, Xiao-Ming Wu +4
cs.CVarXiv:2512.22118v12025
VIALS: A Benchmark for Visual Interpretation of Artifacts in the Life Sciences
Elaine Lau, Thanuka Udumulla, Lee Izhaki-Tavor +3
cs.AIarXiv:2608.21357v12026
LiteResearcher: A Scalable Agentic RL Training Framework for Deep Research Agent
Bince Qu, Wanli Li, Bo Pan +5
cs.AIarXiv:2604.17931v52026
Generalist Representation, Specialist Detection: TS-Router for Time-Series Anomaly Detection
Tian Lan, Yifei Gao, Yimeng Lu +6
cs.LGcs.AIarXiv:2610.00978v12026
Theory of Core-Collapse Supernovae
H. -Th. Janka, K. Langanke, A. Marek +2
astro-pharXiv:astro-ph/0612072v12006
On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation
Jeongyeol Kwon, Dohyun Kwon, Stephen Wright +1
math.OCcs.LGarXiv:2309.01753v22023

Every paper with a summary

Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech

RayOrch: Programming and Executing Lineage-Controlled Multi-Grain Dataflows for Foundation-Model Data Preparation

Quantifying Differences in Reward Functions

From Show to Tell: A Survey on Deep Learning-based Image Captioning

Minimal obstructions for 1-immersions and hardness of 1-planarity testing

Oobleck: Resilient Distributed Training of Large Models Using Pipeline Templates

Diffusion Model as a Generalist Segmentation Learner

On bibliographic networks

Bidimensionality and Kernels

GraphiT: Encoding Graph Structure in Transformers

PPO-STGNN: A Proximal Policy Optimization Approach with Spatio-Temporal Graph Neural Networks for DAG Task Scheduling in Cloud-Edge-End Computing

Conditioned Initialization for Attention

Variational Bayesian Inference and Complexity Control for Stochastic Block Models

PLUTO: a Numerical Code for Computational Astrophysics

Next-Acceleration-Scale Prediction for Autoregressive MRI Reconstruction

Agent-Based Modeling of Host-Pathogen Systems: The Successes and Challenges

Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting

A Gated Cross-domain Collaborative Network for Underwater Object Detection

Semantic-Conditional Diffusion Networks for Image Captioning

S-LoRA: Serving Thousands of Concurrent LoRA Adapters

Unified Human-Scene Interaction via Prompted Chain-of-Contacts

When Less Data Favors Smaller Teachers: Rethinking Teacher Capacity and Data Selection for Knowledge Distillation

V-STaR: Benchmarking Video-LLMs on Video Spatio-Temporal Reasoning

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning

On the Complexity of Best Arm Identification in Multi-Armed Bandit Models

Revisiting Heterophily For Graph Neural Networks

SupGRPO: Enhancing GRPO with Matching-based Online SFT for Text Spotting

Distributed Model Predictive Control for Heterogeneous Vehicle Platoons under Unidirectional Topologies

NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images

White-Box Transformers via Sparse Rate Reduction

k-NN Regression Adapts to Local Intrinsic Dimension

Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models

MDSkin-Net: Multi-Task Skin Lesion Analysis Driven by Pattern Analysis Priors and Spatial Alignment Regularization

Multi-Scale CLEAN deconvolution of radio synthesis images

MaxBCG: A Red Sequence Galaxy Cluster Finder

Lapras: Latent Reasoning for Time Series Language Models

Recoverability as a System Primitive for Long-Horizon AI Agents

Regime Change: Bit-Depth versus Measurement-Rate in Compressive Sensing

Auxetic metamaterials from disordered networks

Separable Self and Mixed Attention Transformers for Efficient Object Tracking

Detect Anything in Graphic Design: Element-Level Rewards for Autoregressive Detection

Exploring Cross-Image Pixel Contrast for Semantic Segmentation

Magma: A Foundation Model for Multimodal AI Agents

AudioPaLM: A Large Language Model That Can Speak and Listen

Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation

Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

Deep Hyperspherical Learning

Outage and Local Throughput and Capacity of Random Wireless Networks

Upsample Anything: A Simple and Hard to Beat Baseline for Feature Upsampling

Monotonicity of a relative Rényi entropy

Can Network Theory-based Targeting Increase Technology Adoption?

Approximating CSPs with Global Cardinality Constraints Using SDP Hierarchies

Unsupervised Multi-Target Domain Adaptation: An Information Theoretic Approach

Submodular Trajectory Optimization for Aerial 3D Scanning

ProEdit: Inversion-based Editing From Prompts Done Right

VIALS: A Benchmark for Visual Interpretation of Artifacts in the Life Sciences

LiteResearcher: A Scalable Agentic RL Training Framework for Deep Research Agent

Generalist Representation, Specialist Detection: TS-Router for Time-Series Anomaly Detection

Theory of Core-Collapse Supernovae

On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation