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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93,181 to 93,240 of 102,617

Quantifying Memorization Across Neural Language Models
Nicholas Carlini, Daphne Ippolito, Matthew Jagielski +3
cs.LGcs.CLarXiv:2202.07646v32022
Knowledge Distillation: A Survey
Jianping Gou, Baosheng Yu, Stephen John Maybank +1
cs.LGstat.MLarXiv:2006.05525v72020
OpenPrompt: An Open-source Framework for Prompt-learning
Ning Ding, Shengding Hu, Weilin Zhao +4
cs.CLcs.AIcs.LGarXiv:2111.01998v12021
Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective
Steven Euijong Whang, Yuji Roh, Hwanjun Song +1
cs.LGarXiv:2112.06409v32021
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions
Jeya Maria Jose Valanarasu, Rajeev Yasarla, Vishal M. Patel
cs.CVarXiv:2111.14813v22021
Generating 3D Molecules Conditional on Receptor Binding Sites with Deep Generative Models
Matthew Ragoza, Tomohide Masuda, David Ryan Koes
q-bio.QMcs.LGarXiv:2110.15200v22021
Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark
Xiao Wang, Xiujun Shu, Zhipeng Zhang +4
cs.CVcs.AIarXiv:2103.16746v12021
Will Metaverse be NextG Internet? Vision, Hype, and Reality
Ruizhi Cheng, Nan Wu, Songqing Chen +1
cs.NIcs.MMcs.SIarXiv:2201.12894v22022
Reasoning Like Program Executors
Xinyu Pi, Qian Liu, Bei Chen +6
cs.CLcs.AIcs.SCarXiv:2201.11473v22022
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion
Chenfei Wu, Jian Liang, Lei Ji +4
cs.CVcs.AIarXiv:2111.12417v12021
Dense Extreme Inception Network for Edge Detection
Xavier Soria, Angel Sappa, Patricio Humanante +1
cs.CVcs.LGarXiv:2112.02250v22021
Learning robust perceptive locomotion for quadrupedal robots in the wild
Takahiro Miki, Joonho Lee, Jemin Hwangbo +3
cs.ROarXiv:2201.08117v12022
GiraffeDet: A Heavy-Neck Paradigm for Object Detection
Yiqi Jiang, Zhiyu Tan, Junyan Wang +3
cs.CVarXiv:2202.04256v22022
Controllable Protein Design with Language Models
Noelia Ferruz, Birte Höcker
q-bio.BMarXiv:2201.07338v22022
Resource allocation for text semantic communications
Lei Yan, Zhijin Qin, Rui Zhang +2
eess.SParXiv:2201.06023v22022
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
Junjue Wang, Zhuo Zheng, Ailong Ma +2
cs.CVarXiv:2110.08733v62021
PromptBERT: Improving BERT Sentence Embeddings with Prompts
Ting Jiang, Jian Jiao, Shaohan Huang +7
cs.CLarXiv:2201.04337v22022
Summaries:한국어
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images
Ali Hatamizadeh, Vishwesh Nath, Yucheng Tang +3
eess.IVcs.CVcs.LGarXiv:2201.01266v12022
Unsupervised Domain Adaptation in Semantic Segmentation: a Review
Marco Toldo, Andrea Maracani, Umberto Michieli +1
cs.CVcs.LGeess.IVarXiv:2005.10876v12020
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation
Tongkun Xu, Weihua Chen, Pichao Wang +3
cs.CVcs.LGarXiv:2109.06165v42021
Explanations in Autonomous Driving: A Survey
Daniel Omeiza, Helena Webb, Marina Jirotka +1
cs.HCcs.AIcs.CYarXiv:2103.05154v42021
Are Transformers More Robust Than CNNs?
Yutong Bai, Jieru Mei, Alan Yuille +1
cs.CVarXiv:2111.05464v12021
GOHOME: Graph-Oriented Heatmap Output for future Motion Estimation
Thomas Gilles, Stefano Sabatini, Dzmitry Tsishkou +2
cs.CVcs.ROarXiv:2109.01827v42021
AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection
Zehui Chen, Zhenyu Li, Shiquan Zhang +5
cs.CVarXiv:2201.06493v22022
Multi-band MelGAN: Faster Waveform Generation for High-Quality Text-to-Speech
Geng Yang, Shan Yang, Kai Liu +3
cs.SDeess.ASarXiv:2005.05106v22020
TAPEX: Table Pre-training via Learning a Neural SQL Executor
Qian Liu, Bei Chen, Jiaqi Guo +4
cs.CLcs.AIarXiv:2107.07653v32021
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

Every paper with a summary

Quantifying Memorization Across Neural Language Models

Knowledge Distillation: A Survey

OpenPrompt: An Open-source Framework for Prompt-learning

Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective

TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions

Generating 3D Molecules Conditional on Receptor Binding Sites with Deep Generative Models

Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark

Will Metaverse be NextG Internet? Vision, Hype, and Reality

Reasoning Like Program Executors

NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion

Dense Extreme Inception Network for Edge Detection

Learning robust perceptive locomotion for quadrupedal robots in the wild

GiraffeDet: A Heavy-Neck Paradigm for Object Detection

Controllable Protein Design with Language Models

Resource allocation for text semantic communications

LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

PromptBERT: Improving BERT Sentence Embeddings with Prompts

Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images

Unsupervised Domain Adaptation in Semantic Segmentation: a Review

CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation

Explanations in Autonomous Driving: A Survey

Are Transformers More Robust Than CNNs?

GOHOME: Graph-Oriented Heatmap Output for future Motion Estimation

AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection

Multi-band MelGAN: Faster Waveform Generation for High-Quality Text-to-Speech

TAPEX: Table Pre-training via Learning a Neural SQL Executor

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