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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93,361 to 93,420 of 102,839

Recovering 3D Human Mesh from Monocular Images: A Survey
Yating Tian, Hongwen Zhang, Yebin Liu +1
cs.CVcs.GRarXiv:2203.01923v62022
Does Audio Deepfake Detection Generalize?
Nicolas M. Müller, Pavel Czempin, Franziska Dieckmann +2
cs.SDcs.LGeess.ASarXiv:2203.16263v52022
Physics-based Noise Modeling for Extreme Low-light Photography
Kaixuan Wei, Ying Fu, Yinqiang Zheng +1
eess.IVcs.CVarXiv:2108.02158v12021
What's in the Box? A Preliminary Analysis of Undesirable Content in the Common Crawl Corpus
Alexandra Sasha Luccioni, Joseph D. Viviano
cs.CLarXiv:2105.02732v32021
Interpretable RNA Foundation Model from Unannotated Data for Highly Accurate RNA Structure and Function Predictions
Jiayang Chen, Zhihang Hu, Siqi Sun +9
q-bio.QMarXiv:2204.00300v52022
VoxelContext-Net: An Octree based Framework for Point Cloud Compression
Zizheng Que, Guo Lu, Dong Xu
cs.CVeess.IVarXiv:2105.02158v12021
Disentangling Light Fields for Super-Resolution and Disparity Estimation
Yingqian Wang, Longguang Wang, Gaochang Wu +4
eess.IVcs.CVarXiv:2202.10603v52022
Open-Vocabulary DETR with Conditional Matching
Yuhang Zang, Wei Li, Kaiyang Zhou +2
cs.CVcs.AIarXiv:2203.11876v22022
Larger-Scale Transformers for Multilingual Masked Language Modeling
Naman Goyal, Jingfei Du, Myle Ott +2
cs.CLarXiv:2105.00572v12021
Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation
Hasib Zunair, A. Ben Hamza
eess.IVcs.CVarXiv:2107.12461v12021
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation
Lian Xu, Wanli Ouyang, Mohammed Bennamoun +3
cs.CVarXiv:2107.11787v22021
YOLOX: Exceeding YOLO Series in 2021
Zheng Ge, Songtao Liu, Feng Wang +2
cs.CVarXiv:2107.08430v22021
Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets
Frederik Ebert, Yanlai Yang, Karl Schmeckpeper +5
cs.ROcs.AIarXiv:2109.13396v12021
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks
Yi-Lin Sung, Jaemin Cho, Mohit Bansal
cs.CVcs.AIcs.CLarXiv:2112.06825v22021
BERTopic: Neural topic modeling with a class-based TF-IDF procedure
Maarten Grootendorst
cs.CLarXiv:2203.05794v12022
XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond
Francesco Barbieri, Luis Espinosa Anke, Jose Camacho-Collados
cs.CLarXiv:2104.12250v22021
FLAVA: A Foundational Language And Vision Alignment Model
Amanpreet Singh, Ronghang Hu, Vedanuj Goswami +4
cs.CVcs.CLarXiv:2112.04482v32021
Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine Translation
Markus Freitag, George Foster, David Grangier +3
cs.CLcs.AIcs.LGarXiv:2104.14478v12021
End-to-end Generative Pretraining for Multimodal Video Captioning
Paul Hongsuck Seo, Arsha Nagrani, Anurag Arnab +1
cs.CVcs.AIcs.CLarXiv:2201.08264v22022
Unsupervised 3D Shape Completion through GAN Inversion
Junzhe Zhang, Xinyi Chen, Zhongang Cai +6
cs.CVarXiv:2104.13366v22021
Multi-modal Sensor Fusion for Auto Driving Perception: A Survey
Keli Huang, Botian Shi, Xiang Li +3
cs.CVarXiv:2202.02703v32022
Goal-Conditioned Reinforcement Learning: Problems and Solutions
Minghuan Liu, Menghui Zhu, Weinan Zhang
cs.AIcs.LGarXiv:2201.08299v32022
Opencpop: A High-Quality Open Source Chinese Popular Song Corpus for Singing Voice Synthesis
Yu Wang, Xinsheng Wang, Pengcheng Zhu +6
cs.SDcs.DBeess.ASarXiv:2201.07429v22022
Efficient Neuromorphic Signal Processing with Loihi 2
Garrick Orchard, E. Paxon Frady, Daniel Ben Dayan Rubin +4
cs.ETcs.ARcs.NEarXiv:2111.03746v12021
Masked Visual Pre-training for Motor Control
Tete Xiao, Ilija Radosavovic, Trevor Darrell +1
cs.CVcs.LGcs.ROarXiv:2203.06173v12022
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs
Michael Niemeyer, Jonathan T. Barron, Ben Mildenhall +3
cs.CVcs.AIcs.GRarXiv:2112.00724v12021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Qinyuan Ye, Bill Yuchen Lin, Xiang Ren
cs.CLcs.LGarXiv:2104.08835v22021
Realizing the Metaverse with Edge Intelligence: A Match Made in Heaven
Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato +4
cs.NIarXiv:2201.01634v12022
A ConvNet for the 2020s
Zhuang Liu, Hanzi Mao, Chao-Yuan Wu +3
cs.CVarXiv:2201.03545v22022
Analysing Affective Behavior in the second ABAW2 Competition
Dimitrios Kollias, Irene Kotsia, Elnar Hajiyev +1
cs.CVarXiv:2106.15318v22021
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation
Lian Xu, Wanli Ouyang, Mohammed Bennamoun +2
cs.CVarXiv:2203.02891v12022
SurfEmb: Dense and Continuous Correspondence Distributions for Object Pose Estimation with Learnt Surface Embeddings
Rasmus Laurvig Haugaard, Anders Glent Buch
cs.CVcs.AIcs.LGarXiv:2111.13489v22021
Generalized Out-of-Distribution Detection: A Survey
Jingkang Yang, Kaiyang Zhou, Yixuan Li +1
cs.CVcs.AIcs.LGarXiv:2110.11334v32021
Using Machine Learning and Data Mining to Leverage Community Knowledge for the Engineering of Stable Metal-Organic Frameworks
Aditya Nandy, Chenru Duan, Heather J. Kulik
cond-mat.mtrl-scics.LGphysics.chem-pharXiv:2106.13327v12021
DiT: Self-supervised Pre-training for Document Image Transformer
Junlong Li, Yiheng Xu, Tengchao Lv +3
cs.CVarXiv:2203.02378v32022
Differentiable Augmentation for Data-Efficient GAN Training
Shengyu Zhao, Zhijian Liu, Ji Lin +2
cs.CVcs.GRcs.LGarXiv:2006.10738v42020
LEO Satellites in 5G and Beyond Networks: A Review from a Standardization Perspective
Tasneem Darwish, Gunes Karabulut Kurt, Halim Yanikomeroglu +2
cs.NIarXiv:2110.08654v12021
Silent Bugs in Deep Learning Frameworks: An Empirical Study of Keras and TensorFlow
Florian Tambon, Amin Nikanjam, Le An +2
cs.SEcs.LGarXiv:2112.13314v22021
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding
Mohamed Afham, Isuru Dissanayake, Dinithi Dissanayake +3
cs.CVarXiv:2203.00680v32022
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing
Pengcheng He, Jianfeng Gao, Weizhu Chen
cs.CLcs.LGarXiv:2111.09543v42021
SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimation
Yan Di, Fabian Manhardt, Gu Wang +3
cs.CVarXiv:2108.08367v12021
BARTScore: Evaluating Generated Text as Text Generation
Weizhe Yuan, Graham Neubig, Pengfei Liu
cs.CLarXiv:2106.11520v22021
ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data
Gilad Baruch, Zhuoyuan Chen, Afshin Dehghan +8
cs.CVcs.AIarXiv:2111.08897v32021
APQ: Joint Search for Network Architecture, Pruning and Quantization Policy
Tianzhe Wang, Kuan Wang, Han Cai +3
cs.LGcs.CVstat.MLarXiv:2006.08509v12020
Multi-Modal Knowledge Graph Construction and Application: A Survey
Xiangru Zhu, Zhixu Li, Xiaodan Wang +5
cs.AIcs.CLcs.CVarXiv:2202.05786v22022
LoFTR: Detector-Free Local Feature Matching with Transformers
Jiaming Sun, Zehong Shen, Yuang Wang +2
cs.CVcs.ROarXiv:2104.00680v12021
DravidianCodeMix: Sentiment Analysis and Offensive Language Identification Dataset for Dravidian Languages in Code-Mixed Text
Bharathi Raja Chakravarthi, Ruba Priyadharshini, Vigneshwaran Muralidaran +4
cs.CLarXiv:2106.09460v12021
V2X-Sim: Multi-Agent Collaborative Perception Dataset and Benchmark for Autonomous Driving
Yiming Li, Dekun Ma, Ziyan An +4
cs.CVarXiv:2202.08449v22022
Embracing Single Stride 3D Object Detector with Sparse Transformer
Lue Fan, Ziqi Pang, Tianyuan Zhang +5
cs.CVarXiv:2112.06375v12021
Global Attention Mechanism: Retain Information to Enhance Channel-Spatial Interactions
Yichao Liu, Zongru Shao, Nico Hoffmann
cs.CVarXiv:2112.05561v12021
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

Every paper with a summary

Recovering 3D Human Mesh from Monocular Images: A Survey

Does Audio Deepfake Detection Generalize?

Physics-based Noise Modeling for Extreme Low-light Photography

What's in the Box? A Preliminary Analysis of Undesirable Content in the Common Crawl Corpus

Interpretable RNA Foundation Model from Unannotated Data for Highly Accurate RNA Structure and Function Predictions

VoxelContext-Net: An Octree based Framework for Point Cloud Compression

Disentangling Light Fields for Super-Resolution and Disparity Estimation

Open-Vocabulary DETR with Conditional Matching

Larger-Scale Transformers for Multilingual Masked Language Modeling

Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation

Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation

YOLOX: Exceeding YOLO Series in 2021

Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets

VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks

BERTopic: Neural topic modeling with a class-based TF-IDF procedure

XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond

FLAVA: A Foundational Language And Vision Alignment Model

Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine Translation

End-to-end Generative Pretraining for Multimodal Video Captioning

Unsupervised 3D Shape Completion through GAN Inversion

Multi-modal Sensor Fusion for Auto Driving Perception: A Survey

Goal-Conditioned Reinforcement Learning: Problems and Solutions

Opencpop: A High-Quality Open Source Chinese Popular Song Corpus for Singing Voice Synthesis

Efficient Neuromorphic Signal Processing with Loihi 2

Masked Visual Pre-training for Motor Control

RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs

CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP

Realizing the Metaverse with Edge Intelligence: A Match Made in Heaven

A ConvNet for the 2020s

Analysing Affective Behavior in the second ABAW2 Competition

Multi-class Token Transformer for Weakly Supervised Semantic Segmentation

SurfEmb: Dense and Continuous Correspondence Distributions for Object Pose Estimation with Learnt Surface Embeddings

Generalized Out-of-Distribution Detection: A Survey

Using Machine Learning and Data Mining to Leverage Community Knowledge for the Engineering of Stable Metal-Organic Frameworks

DiT: Self-supervised Pre-training for Document Image Transformer

Differentiable Augmentation for Data-Efficient GAN Training

LEO Satellites in 5G and Beyond Networks: A Review from a Standardization Perspective

Silent Bugs in Deep Learning Frameworks: An Empirical Study of Keras and TensorFlow

CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding

DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing

SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimation

BARTScore: Evaluating Generated Text as Text Generation

ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data

APQ: Joint Search for Network Architecture, Pruning and Quantization Policy

Multi-Modal Knowledge Graph Construction and Application: A Survey

LoFTR: Detector-Free Local Feature Matching with Transformers

DravidianCodeMix: Sentiment Analysis and Offensive Language Identification Dataset for Dravidian Languages in Code-Mixed Text

V2X-Sim: Multi-Agent Collaborative Perception Dataset and Benchmark for Autonomous Driving

Embracing Single Stride 3D Object Detector with Sparse Transformer

Global Attention Mechanism: Retain Information to Enhance Channel-Spatial Interactions

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