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2202.03555
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data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language
International Conference on Machine Learning (ICML), 2022
7 February 2022
Alexei Baevski
Wei-Ning Hsu
Qiantong Xu
Arun Babu
Jiatao Gu
Michael Auli
SSL
VLM
ViT
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Papers citing
"data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language"
50 / 609 papers shown
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Junshi Huang
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Yanyan Shen
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206
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Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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Sara Malacarne
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From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
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Sanjay Subramanian
Trevor Darrell
Boyi Li
LRM
252
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Self-Distilled Representation Learning for Time Series
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Konstantin Ditschuneit
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Johannes Otterbach
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157
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James R. Glass
246
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Feng Gao
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187
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Gaurav Sharma
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288
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FATE: Feature-Agnostic Transformer-based Encoder for learning generalized embedding spaces in flow cytometry data
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Lisa Weijler
Florian Kowarsch
Michael Reiter
Pedro Hermosilla
Margarita Maurer-Granofszky
Michael N. Dworzak
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169
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Pseudo-Labeling for Domain-Agnostic Bangla Automatic Speech Recognition
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Mehadi Hasan Menon
Tareq Al Muntasir
Sagor Sarker
Quazi Sarwar Muhtaseem
Md. Tariqul Islam
Shammur A. Chowdhury
Firoj Alam
290
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Changdae Oh
Hyesu Lim
Mijoo Kim
Dongyoon Han
Junhyeok Park
Euiseog Jeong
Alexander G. Hauptmann
Zhi-Qi Cheng
Kyungwoo Song
VLM
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David Samuel
180
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30 Oct 2023
Pre-training with Random Orthogonal Projection Image Modeling
International Conference on Learning Representations (ICLR), 2023
Maryam Haghighat
Peyman Moghadam
Shaheer Mohamed
Piotr Koniusz
VLM
341
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28 Oct 2023
Large-scale Foundation Models and Generative AI for BigData Neuroscience
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Ran Wang
Zhe Sage Chen
MedIm
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181
18
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27 Oct 2023
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder
Neural Information Processing Systems (NeurIPS), 2023
Huiwon Jang
Jihoon Tack
Daewon Choi
Jongheon Jeong
Jinwoo Shin
212
6
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25 Oct 2023
Fine tuning Pre trained Models for Robustness Under Noisy Labels
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Sumyeong Ahn
Sihyeon Kim
Jongwoo Ko
SeYoung Yun
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NoLa
372
16
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24 Oct 2023
Conversational Speech Recognition by Learning Audio-textual Cross-modal Contextual Representation
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Kun Wei
Bei Li
Hang Lv
Quan Lu
Ning Jiang
Lei Xie
395
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22 Oct 2023
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Sanghyuk Chun
Byeongho Heo
Dongyoon Han
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294
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Said Togru
Marco Moldovan
218
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Detecting Speech Abnormalities with a Perceiver-based Sequence Classifier that Leverages a Universal Speech Model
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H. Soltau
Izhak Shafran
Alex Ottenwess
Joseph R. Duffy
Rene L. Utianski
L. Barnard
John L. Stricker
D. Wiepert
David T. Jones
Hugo Botha
178
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16 Oct 2023
Fast Word Error Rate Estimation Using Self-Supervised Representations for Speech and Text
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Chanho Park
Chengsong Lu
Mingjie Chen
Thomas Hain
397
7
0
12 Oct 2023
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive Learning
ACM Multimedia (ACM MM), 2023
Jiaqi Li
Guilin Qi
Chuanyi Zhang
Yongrui Chen
Yiming Tan
Chenlong Xia
Ye Tian
210
6
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12 Oct 2023
Learning Separable Hidden Unit Contributions for Speaker-Adaptive Lip-Reading
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Shuang Yang
Shiguang Shan
Xilin Chen
295
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08 Oct 2023
Enhancing Representations through Heterogeneous Self-Supervised Learning
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Zhongyu Li
Bo-Wen Yin
Yongxiang Liu
Tianpeng Liu
Ming-Ming Cheng
SSL
366
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OMG-ATTACK: Self-Supervised On-Manifold Generation of Transferable Evasion Attacks
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Adi Haviv
Amit H. Bermano
AAML
176
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05 Oct 2023
Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction
International Conference on Learning Representations (ICLR), 2023
Jiatong Shi
Hirofumi Inaguma
Xutai Ma
Ilia Kulikov
Anna Y. Sun
273
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Operator Learning Meets Numerical Analysis: Improving Neural Networks through Iterative Methods
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Daniel Levine
Shiyang Zhang
S. Rizvi
Sacha Lévy
David van Dijk
168
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Active Learning Based Fine-Tuning Framework for Speech Emotion Recognition
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Dongyuan Li
Yusong Wang
Kotaro Funakoshi
Manabu Okumura
347
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30 Sep 2023
AV-CPL: Continuous Pseudo-Labeling for Audio-Visual Speech Recognition
Andrew Rouditchenko
R. Collobert
Tatiana Likhomanenko
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212
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Graph-level Representation Learning with Joint-Embedding Predictive Architectures
Geri Skenderi
Hang Li
Shucheng Zhou
Marco Cristani
AI4TS
GNN
520
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27 Sep 2023
Joint Prediction and Denoising for Large-scale Multilingual Self-supervised Learning
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William Chen
Jiatong Shi
Brian Yan
Dan Berrebbi
Wangyou Zhang
Yifan Peng
Xuankai Chang
Soumi Maiti
Shinji Watanabe
265
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26 Sep 2023
M
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3D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understanding
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Muhammad Abdullah Jamal
Omid Mohareri
3DPC
259
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26 Sep 2023
SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets
Daria Reshetova
Swetava Ganguli
C. V. K. Iyer
Vipul Pandey
212
4
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26 Sep 2023
Fast-HuBERT: An Efficient Training Framework for Self-Supervised Speech Representation Learning
Automatic Speech Recognition & Understanding (ASRU), 2023
Guan-lin Yang
Ziyang Ma
Zhisheng Zheng
Ya-Zhen Song
Zhikang Niu
Xie Chen
200
9
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25 Sep 2023
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Qibo Qiu
Honghui Yang
Wenxiao Wang
Shun Zhang
Haiming Gao
Haochao Ying
Wei Hua
Xiaofei He
3DPC
204
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23 Sep 2023
Leveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Ziyang Ma
Wen Wu
Zhisheng Zheng
Yiwei Guo
Qian Chen
Shiliang Zhang
Xie Chen
246
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Echotune: A Modular Extractor Leveraging the Variable-Length Nature of Speech in ASR Tasks
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221
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CoLLD: Contrastive Layer-to-layer Distillation for Compressing Multilingual Pre-trained Speech Encoders
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Heng-Jui Chang
Ning Dong
Ruslan Mavlyutov
Sravya Popuri
Yu-An Chung
335
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14 Sep 2023
Diffusion-Based Co-Speech Gesture Generation Using Joint Text and Audio Representation
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Shivam Mehta
Simon Alexanderson
Jonas Beskow
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227
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Multimodal Fish Feeding Intensity Assessment in Aquaculture
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Meng Cui
Xubo Liu
Haohe Liu
Zhuangzhuang Du
Tao Chen
Guoping Lian
Daoliang Li
Wenwu Wang
289
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DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions
Neural Information Processing Systems (NeurIPS), 2023
Haochen Wang
Junsong Fan
Yuxi Wang
Kaiyou Song
Tong Wang
Zhaoxiang Zhang
262
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Leveraging Label Information for Multimodal Emotion Recognition
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Pei-Hsin Wang
Sunlu Zeng
Junqing Chen
Lu Fan
Meng Chen
Youzheng Wu
Xiaodong He
239
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RepCodec: A Speech Representation Codec for Speech Tokenization
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Chutong Meng
Tom Ko
217
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Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition
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Zhisheng Zheng
Ziyang Ma
Yu Wang
Xie Chen
185
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Amirhossein Vahidi
Lisa Wimmer
H. Gündüz
B. Bischl
Eyke Hüllermeier
Mina Rezaei
OOD
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293
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Rep2wav: Noise Robust text-to-speech Using self-supervised representations
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Yunting Gu
Rilin Chen
Chao Weng
Yuchen Hu
Lirong Dai
Jie Zhang
AI4TS
208
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Speech Self-Supervised Representations Benchmarking: a Case for Larger Probing Heads
Computer Speech and Language (CSL), 2023
Salah Zaiem
Youcef Kemiche
Titouan Parcollet
S. Essid
Mirco Ravanelli
SSL
240
19
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28 Aug 2023
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