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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56,641 to 56,700 of 61,278

Less is More: Early Stopping Rollout for On-Policy Distillation
Zhou Ziheng, Jiaqi Li, Huacong Tang +2
cs.LGcs.AIarXiv:2605.27028v12026
Variational Dropout and the Local Reparameterization Trick
Diederik P. Kingma, Tim Salimans, Max Welling
stat.MLcs.LGstat.COarXiv:1506.02557v22015
Triplet-Block Diffusion RWKV
Ke Lin, Yiyang Luo, Zhaolong Su +2
cs.CLarXiv:2605.25969v12026
Not only where, But when: Temporal Scheduling for RLVR
Jinghao Zhang, Ruilin Li, Feng Zhao +1
cs.LGarXiv:2605.25381v12026
RACE: Large-scale ReAding Comprehension Dataset From Examinations
Guokun Lai, Qizhe Xie, Hanxiao Liu +2
cs.CLcs.AIcs.LGarXiv:1704.04683v52017
Cell Detection with Star-convex Polygons
Uwe Schmidt, Martin Weigert, Coleman Broaddus +1
cs.CVarXiv:1806.03535v22018
Recursive Flow Matching
Jiahe Huang, Sihan Xu, Sharvaree Vadgama +1
cs.LGcs.AIcs.CVarXiv:2605.26535v12026
Neural Network Acceptability Judgments
Alex Warstadt, Amanpreet Singh, Samuel R. Bowman
cs.CLarXiv:1805.12471v32018
Text Summarization with Pretrained Encoders
Yang Liu, Mirella Lapata
cs.CLcs.LGarXiv:1908.08345v22019
Unified Language Model Pre-training for Natural Language Understanding and Generation
Li Dong, Nan Yang, Wenhui Wang +6
cs.CLarXiv:1905.03197v32019
SpatialBench: Is Your Spatial Foundation Model an All-Round Player?
Haosong Peng, Hao Li, Jiaqi Chen +10
cs.CVarXiv:2605.27367v22026
MobileMoE: Scaling On-Device Mixture of Experts
Yanbei Chen, Hanxian Huang, Ernie Chang +5
cs.LGcs.AIcs.CLarXiv:2605.27358v12026
Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification
Tzu-Ming Harry Hsu, Hang Qi, Matthew Brown
cs.LGcs.CVstat.MLarXiv:1909.06335v12019
Robot Operating System 2: Design, Architecture, and Uses In The Wild
Steve Macenski, Tully Foote, Brian Gerkey +2
cs.ROarXiv:2211.07752v12022
EAST: An Efficient and Accurate Scene Text Detector
Xinyu Zhou, Cong Yao, He Wen +4
cs.CVarXiv:1704.03155v22017
Balancing Fidelity and Diversity in Diffusion Models via Symmetric Attention Decomposition: Hopfield Perspective
Hyunmin Cho, Woo Kyoung Han, Kyong Hwan Jin
cs.LGcs.AIarXiv:2605.27476v12026
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
Zhijian Liu, Haotian Tang, Alexander Amini +4
cs.CVarXiv:2205.13542v32022
JLT: Clean-Latent Prediction in Latent Diffusion Transformers
Funing Fu, Tenghui Wang, Guanyu Zhou +2
cs.CVcs.LGarXiv:2605.27102v22026
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
Lee Xiong, Chenyan Xiong, Ye Li +5
cs.IRcs.CLcs.LGarXiv:2007.00808v22020
GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints
Joshua Ainslie, James Lee-Thorp, Michiel de Jong +3
cs.CLcs.LGarXiv:2305.13245v32023
BatteryMFormer: Multi-level Learning for Battery Degradation Trajectory Forecasting
Ruifeng Tan, Jintao Dong, Weixiang Hong +3
cs.AIarXiv:2605.27044v22026
Contrastive Learning for Unpaired Image-to-Image Translation
Taesung Park, Alexei A. Efros, Richard Zhang +1
cs.CVcs.LGarXiv:2007.15651v32020
A SIDARTHE Model of COVID-19 Epidemic in Italy
Giulia Giordano, Franco Blanchini, Raffaele Bruno +5
q-bio.PEeess.SYmath.DSarXiv:2003.09861v12020
CoAtNet: Marrying Convolution and Attention for All Data Sizes
Zihang Dai, Hanxiao Liu, Quoc V. Le +1
cs.CVcs.LGarXiv:2106.04803v22021
AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems
Nicole Koenigstein
cs.MAcs.AIcs.LGarXiv:2605.27466v12026
How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)
Adrian Bulat, Georgios Tzimiropoulos
cs.CVcs.LGarXiv:1703.07332v32017
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels
Lu Jiang, Zhengyuan Zhou, Thomas Leung +2
cs.CVarXiv:1712.05055v22017
Cascaded Diffusion Models for High Fidelity Image Generation
Jonathan Ho, Chitwan Saharia, William Chan +3
cs.CVcs.AIcs.LGarXiv:2106.15282v32021
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre +8
cs.LGcs.CLcs.CVarXiv:2203.05482v32022
The Roadmap to 6G -- AI Empowered Wireless Networks
Khaled B. Letaief, Wei Chen, Yuanming Shi +2
cs.NIcs.LGarXiv:1904.11686v22019
ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks
Fabrizio Gilardi, Meysam Alizadeh, Maël Kubli
cs.CLcs.CYarXiv:2303.15056v22023
Junction Tree Variational Autoencoder for Molecular Graph Generation
Wengong Jin, Regina Barzilay, Tommi Jaakkola
cs.LGcs.NEstat.MLarXiv:1802.04364v42018
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations
Soujanya Poria, Devamanyu Hazarika, Navonil Majumder +3
cs.CLarXiv:1810.02508v62018
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
Jianlv Chen, Shitao Xiao, Peitian Zhang +3
cs.CLcs.AIcs.LGarXiv:2402.03216v52024
Pre-trained Models for Natural Language Processing: A Survey
Xipeng Qiu, Tianxiang Sun, Yige Xu +3
cs.CLcs.LGarXiv:2003.08271v42020
Deep Facial Expression Recognition: A Survey
Shan Li, Weihong Deng
cs.CVarXiv:1804.08348v22018
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
Changqian Yu, Changxin Gao, Jingbo Wang +3
cs.CVarXiv:2004.02147v12020
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
Orest Kupyn, Volodymyr Budzan, Mykola Mykhailych +2
cs.CVarXiv:1711.07064v42017
Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms
Kaiqing Zhang, Zhuoran Yang, Tamer Başar
cs.LGcs.AIcs.MAarXiv:1911.10635v22019
A simple neural network module for relational reasoning
Adam Santoro, David Raposo, David G. T. Barrett +4
cs.CLcs.LGarXiv:1706.01427v12017
word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method
Yoav Goldberg, Omer Levy
cs.CLcs.LGstat.MLarXiv:1402.3722v12014
Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach
Giorgio Patrini, Alessandro Rozza, Aditya Menon +2
stat.MLcs.LGarXiv:1609.03683v22016
Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning
Battista Biggio, Fabio Roli
cs.CVcs.CRcs.GTarXiv:1712.03141v22017
Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset
Nickolaos Koroniotis, Nour Moustafa, Elena Sitnikova +1
cs.CRarXiv:1811.00701v12018
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks
Yarin Gal, Zoubin Ghahramani
stat.MLarXiv:1512.05287v52015
Understanding intermediate layers using linear classifier probes
Guillaume Alain, Yoshua Bengio
stat.MLcs.LGarXiv:1610.01644v42016
Learning Quadrupedal Locomotion over Challenging Terrain
Joonho Lee, Jemin Hwangbo, Lorenz Wellhausen +2
cs.ROcs.LGeess.SYarXiv:2010.11251v12020
ImageBind: One Embedding Space To Bind Them All
Rohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu +4
cs.CVcs.AIcs.LGarXiv:2305.05665v22023
IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models
Hu Ye, Jun Zhang, Sibo Liu +2
cs.CVcs.AIarXiv:2308.06721v12023
MVSNet: Depth Inference for Unstructured Multi-view Stereo
Yao Yao, Zixin Luo, Shiwei Li +2
cs.CVarXiv:1804.02505v22018
A guide to convolution arithmetic for deep learning
Vincent Dumoulin, Francesco Visin
stat.MLcs.LGcs.NEarXiv:1603.07285v22016
Multiscale Vision Transformers
Haoqi Fan, Bo Xiong, Karttikeya Mangalam +4
cs.CVcs.AIcs.LGarXiv:2104.11227v12021
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Zhe Chen, Weiyun Wang, Yue Cao +39
cs.CVarXiv:2412.05271v52024
SDR - half-baked or well done?
Jonathan Le Roux, Scott Wisdom, Hakan Erdogan +1
cs.SDeess.ASarXiv:1811.02508v12018
Learning to Reweight Examples for Robust Deep Learning
Mengye Ren, Wenyuan Zeng, Bin Yang +1
cs.LGstat.MLarXiv:1803.09050v32018
Generative Adversarial Network in Medical Imaging: A Review
Xin Yi, Ekta Walia, Paul Babyn
cs.CVcs.LGarXiv:1809.07294v42018
Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training
Yujun Lin, Song Han, Huizi Mao +2
cs.CVcs.DCcs.LGarXiv:1712.01887v32017
Quantum repeaters based on atomic ensembles and linear optics
Nicolas Sangouard, Christoph Simon, Hugues de Riedmatten +1
quant-pharXiv:0906.2699v22009
Recursive Partitioning for Heterogeneous Causal Effects
Susan Athey, Guido Imbens
stat.MLecon.EMarXiv:1504.01132v32015
Networks beyond pairwise interactions: structure and dynamics
Federico Battiston, Giulia Cencetti, Iacopo Iacopini +5
physics.soc-phcond-mat.dis-nncs.SIarXiv:2006.01764v12020

Every paper with a summary

Less is More: Early Stopping Rollout for On-Policy Distillation

Variational Dropout and the Local Reparameterization Trick

Triplet-Block Diffusion RWKV

Not only where, But when: Temporal Scheduling for RLVR

RACE: Large-scale ReAding Comprehension Dataset From Examinations

Cell Detection with Star-convex Polygons

Recursive Flow Matching

Neural Network Acceptability Judgments

Text Summarization with Pretrained Encoders

Unified Language Model Pre-training for Natural Language Understanding and Generation

SpatialBench: Is Your Spatial Foundation Model an All-Round Player?

MobileMoE: Scaling On-Device Mixture of Experts

Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification

Robot Operating System 2: Design, Architecture, and Uses In The Wild

EAST: An Efficient and Accurate Scene Text Detector

Balancing Fidelity and Diversity in Diffusion Models via Symmetric Attention Decomposition: Hopfield Perspective

BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

JLT: Clean-Latent Prediction in Latent Diffusion Transformers

Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval

GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

BatteryMFormer: Multi-level Learning for Battery Degradation Trajectory Forecasting

Contrastive Learning for Unpaired Image-to-Image Translation

A SIDARTHE Model of COVID-19 Epidemic in Italy

CoAtNet: Marrying Convolution and Attention for All Data Sizes

AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems

How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)

MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels

Cascaded Diffusion Models for High Fidelity Image Generation

Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

The Roadmap to 6G -- AI Empowered Wireless Networks

ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks

Junction Tree Variational Autoencoder for Molecular Graph Generation

MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations

M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Pre-trained Models for Natural Language Processing: A Survey

Deep Facial Expression Recognition: A Survey

BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation

DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks

Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms

A simple neural network module for relational reasoning

word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method

Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach

Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning

Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset

A Theoretically Grounded Application of Dropout in Recurrent Neural Networks

Understanding intermediate layers using linear classifier probes

Learning Quadrupedal Locomotion over Challenging Terrain

ImageBind: One Embedding Space To Bind Them All

IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

MVSNet: Depth Inference for Unstructured Multi-view Stereo

A guide to convolution arithmetic for deep learning

Multiscale Vision Transformers

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

SDR - half-baked or well done?

Learning to Reweight Examples for Robust Deep Learning

Generative Adversarial Network in Medical Imaging: A Review

Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training

Quantum repeaters based on atomic ensembles and linear optics

Recursive Partitioning for Heterogeneous Causal Effects

Networks beyond pairwise interactions: structure and dynamics