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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93,061 to 93,120 of 102,471

Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
Alessa Hering, Lasse Hansen, Tony C. W. Mok +50
eess.IVcs.CVarXiv:2112.04489v32021
TorchAudio: Building Blocks for Audio and Speech Processing
Yao-Yuan Yang, Moto Hira, Zhaoheng Ni +20
eess.AScs.SDarXiv:2110.15018v22021
Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?
Peter Hase, Mohit Bansal
cs.CLcs.AIcs.LGarXiv:2005.01831v12020
Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks
Xizhou Zhu, Jinguo Zhu, Hao Li +5
cs.CVarXiv:2112.01522v12021
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval
Thibault Formal, Carlos Lassance, Benjamin Piwowarski +1
cs.IRcs.AIcs.CLarXiv:2109.10086v12021
MC-Blur: A Comprehensive Benchmark for Image Deblurring
Kaihao Zhang, Tao Wang, Wenhan Luo +6
cs.CVarXiv:2112.00234v32021
Global Filter Networks for Image Classification
Yongming Rao, Wenliang Zhao, Zheng Zhu +2
cs.CVcs.AIcs.LGarXiv:2107.00645v22021
Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI
Santhosh K. Ramakrishnan, Aaron Gokaslan, Erik Wijmans +10
cs.CVcs.AIarXiv:2109.08238v12021
Vision Transformer for Small-Size Datasets
Seung Hoon Lee, Seunghyun Lee, Byung Cheol Song
cs.CVarXiv:2112.13492v12021
Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation
Xinrong Hu, Dewen Zeng, Xiaowei Xu +1
cs.CVarXiv:2109.07407v22021
Ensemble-SINDy: Robust sparse model discovery in the low-data, high-noise limit, with active learning and control
Urban Fasel, J. Nathan Kutz, Bingni W. Brunton +1
math.NAmath.DSmath.OCarXiv:2111.10992v12021
Entity-Based Knowledge Conflicts in Question Answering
Shayne Longpre, Kartik Perisetla, Anthony Chen +3
cs.CLcs.LGarXiv:2109.05052v22021
SimMIM: A Simple Framework for Masked Image Modeling
Zhenda Xie, Zheng Zhang, Yue Cao +5
cs.CVarXiv:2111.09886v22021
Text and Code Embeddings by Contrastive Pre-Training
Arvind Neelakantan, Tao Xu, Raul Puri +22
cs.CLcs.LGarXiv:2201.10005v12022
WenetSpeech: A 10000+ Hours Multi-domain Mandarin Corpus for Speech Recognition
Binbin Zhang, Hang Lv, Pengcheng Guo +9
cs.SDcs.CLarXiv:2110.03370v52021
Local Texture Estimator for Implicit Representation Function
Jaewon Lee, Kyong Hwan Jin
cs.CVeess.IVarXiv:2111.08918v62021
Deep Generative Models in Engineering Design: A Review
Lyle Regenwetter, Amin Heyrani Nobari, Faez Ahmed
cs.LGstat.MLarXiv:2110.10863v42021
Sample and Computation Redistribution for Efficient Face Detection
Jia Guo, Jiankang Deng, Alexandros Lattas +1
cs.CVarXiv:2105.04714v12021
Data Augmentation Approaches in Natural Language Processing: A Survey
Bohan Li, Yutai Hou, Wanxiang Che
cs.CLcs.AIcs.LGarXiv:2110.01852v32021
A soft thumb-sized vision-based sensor with accurate all-round force perception
Huanbo Sun, Katherine J. Kuchenbecker, Georg Martius
cs.ROcs.CVcs.LGarXiv:2111.05934v12021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning
Xinyu Wang, Yong Jiang, Nguyen Bach +4
cs.CLcs.AIcs.LGarXiv:2105.03654v32021
Im2Vec: Synthesizing Vector Graphics without Vector Supervision
Pradyumna Reddy, Michael Gharbi, Michal Lukac +1
cs.CVcs.GRarXiv:2102.02798v32021
Nonequilibrium free-energy calculation of solids using LAMMPS
Rodrigo Freitas, Mark Asta, Maurice de Koning
cond-mat.mtrl-sciarXiv:2201.04622v12022
SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors
Xin Liang, Kai Zhao, Sheng Di +9
cs.DCarXiv:2111.02925v22021
Is it Time to Replace CNNs with Transformers for Medical Images?
Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg +1
cs.CVcs.LGarXiv:2108.09038v12021
Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control
Mingyu Yang, Hun-Seok Kim
eess.SPcs.LGeess.IVarXiv:2110.04456v12021
Open World Compositional Zero-Shot Learning
Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian +1
cs.CVcs.LGarXiv:2101.12609v32021
Pre-Trained Models: Past, Present and Future
Xu Han, Zhengyan Zhang, Ning Ding +21
cs.AIcs.CLarXiv:2106.07139v32021
PP-LCNet: A Lightweight CPU Convolutional Neural Network
Cheng Cui, Tingquan Gao, Shengyu Wei +10
cs.CVarXiv:2109.15099v12021
Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation
Yao Zhang, Jiawei Yang, Jiang Tian +4
eess.IVcs.CVarXiv:2107.09842v12021
Towards Multi-Functional 6G Wireless Networks: Integrating Sensing, Communication and Security
Zhongxiang Wei, Fan Liu, Christos Masouros +2
eess.SParXiv:2107.07735v12021
ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot
Jiarui Cai, Yizhou Wang, Jenq-Neng Hwang
cs.CVarXiv:2108.02385v12021
MuSiQue: Multihop Questions via Single-hop Question Composition
Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot +1
cs.CLcs.AIarXiv:2108.00573v32021
Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers
Yi Tay, Mostafa Dehghani, Jinfeng Rao +7
cs.CLcs.AIcs.CVarXiv:2109.10686v22021
Inverse design of 3d molecular structures with conditional generative neural networks
Niklas W. A. Gebauer, Michael Gastegger, Stefaan S. P. Hessmann +2
cs.LGphysics.chem-phphysics.comp-pharXiv:2109.04824v22021
RMA: Rapid Motor Adaptation for Legged Robots
Ashish Kumar, Zipeng Fu, Deepak Pathak +1
cs.LGcs.AIcs.CVarXiv:2107.04034v12021
Masked Autoencoders Are Scalable Vision Learners
Kaiming He, Xinlei Chen, Saining Xie +3
cs.CVarXiv:2111.06377v32021
Efficient Visual Tracking with Exemplar Transformers
Philippe Blatter, Menelaos Kanakis, Martin Danelljan +1
cs.CVarXiv:2112.09686v42021
Sustainable Modular Debiasing of Language Models
Anne Lauscher, Tobias Lüken, Goran Glavaš
cs.CLarXiv:2109.03646v12021
Wav2CLIP: Learning Robust Audio Representations From CLIP
Ho-Hsiang Wu, Prem Seetharaman, Kundan Kumar +1
cs.SDcs.LGeess.ASarXiv:2110.11499v22021
ActionCLIP: A New Paradigm for Video Action Recognition
Mengmeng Wang, Jiazheng Xing, Yong Liu
cs.CVarXiv:2109.08472v12021
Towards Robustness of Text-to-SQL Models against Synonym Substitution
Yujian Gan, Xinyun Chen, Qiuping Huang +4
cs.CLarXiv:2106.01065v22021
Neural Transfer Learning for Repairing Security Vulnerabilities in C Code
Zimin Chen, Steve Kommrusch, Martin Monperrus
cs.SEcs.CRcs.LGarXiv:2104.08308v32021
Benchmarking the Spectrum of Agent Capabilities
Danijar Hafner
cs.AIcs.LGarXiv:2109.06780v22021
Towards Natural Language Interfaces for Data Visualization: A Survey
Leixian Shen, Enya Shen, Yuyu Luo +5
cs.HCarXiv:2109.03506v22021
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications
Yujian Gan, Xinyun Chen, Jinxia Xie +4
cs.CLarXiv:2109.05153v12021
NEAT: Neural Attention Fields for End-to-End Autonomous Driving
Kashyap Chitta, Aditya Prakash, Andreas Geiger
cs.CVcs.AIcs.LGarXiv:2109.04456v12021
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques
Jimmy Lin, Xueguang Ma
cs.IRcs.CLarXiv:2106.14807v12021
A Survey on Automated Fact-Checking
Zhijiang Guo, Michael Schlichtkrull, Andreas Vlachos
cs.CLarXiv:2108.11896v32021
Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning
Kai Zhu, Yang Cao, Wei Zhai +2
cs.CVarXiv:2107.08918v12021
Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification
Simon Graham, Mostafa Jahanifar, Ayesha Azam +14
cs.CVcs.LGarXiv:2108.11195v22021
ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic Segmentation
Jinming Cao, Hanchao Leng, Dani Lischinski +3
cs.CVarXiv:2108.10528v12021
Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances
Shibo Zhang, Yaxuan Li, Shen Zhang +4
cs.HCcs.LGeess.SParXiv:2111.00418v52021
HIVE: Evaluating the Human Interpretability of Visual Explanations
Sunnie S. Y. Kim, Nicole Meister, Vikram V. Ramaswamy +2
cs.CVarXiv:2112.03184v42021
Generalization Ability of MOS Prediction Networks
Erica Cooper, Wen-Chin Huang, Tomoki Toda +1
eess.ASarXiv:2110.02635v32021
TOOD: Task-aligned One-stage Object Detection
Chengjian Feng, Yujie Zhong, Yu Gao +2
cs.CVarXiv:2108.07755v32021
Retrieval Augmented Code Generation and Summarization
Md Rizwan Parvez, Wasi Uddin Ahmad, Saikat Chakraborty +2
cs.SEcs.CLarXiv:2108.11601v22021
Brain-Language-Action (BLA) Models: Language-Conditioned EEG for Robotics Control
Alexandr Plashchinsky
cs.ROcs.LGarXiv:2608.28967v12026
Improving Fake News Detection by Using an Entity-enhanced Framework to Fuse Diverse Multimodal Clues
Peng Qi, Juan Cao, Xirong Li +7
cs.MMarXiv:2108.10509v12021
From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network
Yuxin Wang, Hongtao Xie, Shancheng Fang +3
cs.CVarXiv:2108.09661v12021

Every paper with a summary

Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning

TorchAudio: Building Blocks for Audio and Speech Processing

Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?

Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks

SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval

MC-Blur: A Comprehensive Benchmark for Image Deblurring

Global Filter Networks for Image Classification

Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI

Vision Transformer for Small-Size Datasets

Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation

Ensemble-SINDy: Robust sparse model discovery in the low-data, high-noise limit, with active learning and control

Entity-Based Knowledge Conflicts in Question Answering

SimMIM: A Simple Framework for Masked Image Modeling

Text and Code Embeddings by Contrastive Pre-Training

WenetSpeech: A 10000+ Hours Multi-domain Mandarin Corpus for Speech Recognition

Local Texture Estimator for Implicit Representation Function

Deep Generative Models in Engineering Design: A Review

Sample and Computation Redistribution for Efficient Face Detection

Data Augmentation Approaches in Natural Language Processing: A Survey

A soft thumb-sized vision-based sensor with accurate all-round force perception

Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning

Im2Vec: Synthesizing Vector Graphics without Vector Supervision

Nonequilibrium free-energy calculation of solids using LAMMPS

SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors

Is it Time to Replace CNNs with Transformers for Medical Images?

Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control

Open World Compositional Zero-Shot Learning

Pre-Trained Models: Past, Present and Future

PP-LCNet: A Lightweight CPU Convolutional Neural Network

Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation

Towards Multi-Functional 6G Wireless Networks: Integrating Sensing, Communication and Security

ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot

MuSiQue: Multihop Questions via Single-hop Question Composition

Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers

Inverse design of 3d molecular structures with conditional generative neural networks

RMA: Rapid Motor Adaptation for Legged Robots

Masked Autoencoders Are Scalable Vision Learners

Efficient Visual Tracking with Exemplar Transformers

Sustainable Modular Debiasing of Language Models

Wav2CLIP: Learning Robust Audio Representations From CLIP

ActionCLIP: A New Paradigm for Video Action Recognition

Towards Robustness of Text-to-SQL Models against Synonym Substitution

Neural Transfer Learning for Repairing Security Vulnerabilities in C Code

Benchmarking the Spectrum of Agent Capabilities

Towards Natural Language Interfaces for Data Visualization: A Survey

Natural SQL: Making SQL Easier to Infer from Natural Language Specifications

NEAT: Neural Attention Fields for End-to-End Autonomous Driving

A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques

A Survey on Automated Fact-Checking

Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning

Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification

ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic Segmentation

Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances

HIVE: Evaluating the Human Interpretability of Visual Explanations

Generalization Ability of MOS Prediction Networks

TOOD: Task-aligned One-stage Object Detection

Retrieval Augmented Code Generation and Summarization

Brain-Language-Action (BLA) Models: Language-Conditioned EEG for Robotics Control

Improving Fake News Detection by Using an Entity-enhanced Framework to Fuse Diverse Multimodal Clues

From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network