Title
COMET: A Comprehensive Cluster Design Methodology for Distributed Deep Learning Training D. Kadiyala Saeed Rashidi Taekyung Heo Abhimanyu Bambhaniya T. Krishna Alexandros Daglis VLM 24 9 0 30 Nov 2022
High-fidelity Facial Avatar Reconstruction from Monocular Video with Generative Priors Yun-Hao Bai Yanbo Fan Xuanxia Wang Yong Zhang Jingxiang Sun Chun Yuan Ying Shan 3DH 32 25 0 28 Nov 2022
Deep Learning Training Procedure Augmentations Cristian Simionescu 11 1 0 25 Nov 2022
Dynamic Neural Portraits M. Doukas Stylianos Ploumpis S. Zafeiriou 3DH 30 1 0 25 Nov 2022
Real-time Neural Radiance Talking Portrait Synthesis via Audio-spatial Decomposition Jiaxiang Tang Kaisiyuan Wang Hang Zhou Xiaokang Chen Dongliang He Tianshu Hu Jingtuo Liu Gang Zeng Jingdong Wang 3DH 40 76 0 22 Nov 2022
Phonemic Adversarial Attack against Audio Recognition in Real World Jiakai Wang Zhendong Chen Zixin Yin Qinghong Yang Xianglong Liu AAML 37 3 0 19 Nov 2022
Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications Zhongkai Hao Songming Liu Yichi Zhang Chengyang Ying Yao Feng Hang Su Jun Zhu PINN AI4CE 37 91 0 15 Nov 2022
FullPack: Full Vector Utilization for Sub-Byte Quantized Inference on General Purpose CPUs Hossein Katebi Navidreza Asadi M. Goudarzi MQ 27 0 0 13 Nov 2022
Peak-First CTC: Reducing the Peak Latency of CTC Models by Applying Peak-First Regularization Zhengkun Tian Hongyu Xiang Min Li Fei Lin Ke Ding Guanglu Wan 15 6 0 07 Nov 2022
H_eval: A new hybrid evaluation metric for automatic speech recognition tasks Zitha Sasindran Harsha Yelchuri T. V. Prabhakar Supreeth K. Rao VLM 12 2 0 03 Nov 2022
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing Yonggan Fu Yang Zhang Kaizhi Qian Zhifan Ye Zhongzhi Yu Cheng-I Jeff Lai Yingyan Lin 30 8 0 02 Nov 2022
Fast-U2++: Fast and Accurate End-to-End Speech Recognition in Joint CTC/Attention Frames Che-Yuan Liang Xiao-Lei Zhang BinBin Zhang Di Wu Shengqiang Li Xingcheng Song Zhendong Peng Fuping Pan 18 8 0 02 Nov 2022
Cover Reproducible Steganography via Deep Generative Models Kejiang Chen Hang Zhou Yaofei Wang Meng Li Weiming Zhang Neng H. Yu DiffM 31 9 0 26 Oct 2022
Investigating self-supervised, weakly supervised and fully supervised training approaches for multi-domain automatic speech recognition: a study on Bangladeshi Bangla Ahnaf Mozib Samin M. Kobir Md. Mushtaq Shahriyar Rafee M. F. Ahmed Mehedi Hasan Partha Ghosh Shafkat Kibria M. S. Rahman SSL 26 0 0 24 Oct 2022
Can Visual Context Improve Automatic Speech Recognition for an Embodied Agent? Pradip Pramanick Chayan Sarkar 24 7 0 21 Oct 2022
Meta Input: How to Leverage Off-the-Shelf Deep Neural Networks Minsu Kim Youngjoon Yu Sungjune Park Y. Ro OOD 18 0 0 21 Oct 2022
Improving Semi-supervised End-to-end Automatic Speech Recognition using CycleGAN and Inter-domain Losses C. Li Ngoc Thang Vu 21 2 0 20 Oct 2022
On effects of Knowledge Distillation on Transfer Learning Sushil Thapa 24 1 0 18 Oct 2022
Experiments on Turkish ASR with Self-Supervised Speech Representation Learning Ali Safaya E. Erzin 21 1 0 13 Oct 2022
Deep learning model compression using network sensitivity and gradients M. Sakthi N. Yadla Raj Pawate 21 2 0 11 Oct 2022
TAN Without a Burn: Scaling Laws of DP-SGD Tom Sander Pierre Stock Alexandre Sablayrolles FedML 47 42 0 07 Oct 2022
CCC-wav2vec 2.0: Clustering aided Cross Contrastive Self-supervised learning of speech representations Vasista Sai Lodagala Sreyan Ghosh S. Umesh SSL 46 18 0 05 Oct 2022
How deep convolutional neural networks lose spatial information with training Umberto M. Tomasini Leonardo Petrini Francesco Cagnetta M. Wyart 41 9 0 04 Oct 2022
A Comparison of Transformer, Convolutional, and Recurrent Neural Networks on Phoneme Recognition Kyuhong Shim Wonyong Sung 25 2 0 01 Oct 2022
CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family Ashwin Hebbar Viraj Nadkarni Ashok Vardhan Makkuva S. Bhat Sewoong Oh Pramod Viswanath 30 6 0 01 Oct 2022
A Survey on Physical Adversarial Attack in Computer Vision Donghua Wang Wen Yao Tingsong Jiang Guijian Tang Xiaoqian Chen AAML 56 38 0 28 Sep 2022
InFi: End-to-End Learning to Filter Input for Resource-Efficiency in Mobile-Centric Inference Mu Yuan Lan Zhang Fengxiang He Xueting Tong Miao-Hui Song Zhengyuan Xu Xiang-Yang Li 32 2 0 28 Sep 2022
NWPU-ASLP System for the VoicePrivacy 2022 Challenge Jixun Yao Qing Wang Li Zhang Pengcheng Guo Yuhao Liang Linfu Xie PICV 26 16 0 24 Sep 2022
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions Lingjiao Chen Zhihua Jin Sabri Eyuboglu Christopher Ré Matei A. Zaharia James Zou 51 9 0 18 Sep 2022
Watch What You Pretrain For: Targeted, Transferable Adversarial Examples on Self-Supervised Speech Recognition models R. Olivier H. Abdullah Bhiksha Raj AAML 26 1 0 17 Sep 2022
Lip-to-Speech Synthesis for Arbitrary Speakers in the Wild Sindhu B. Hegde Prajwal K R Rudrabha Mukhopadhyay Vinay P. Namboodiri C. V. Jawahar 45 10 0 01 Sep 2022
StableFace: Analyzing and Improving Motion Stability for Talking Face Generation Jun Ling Xuejiao Tan Liyang Chen Runnan Li Yuchao Zhang Sheng Zhao Liang Song CVBM 47 13 0 29 Aug 2022
Not All GPUs Are Created Equal: Characterizing Variability in Large-Scale, Accelerator-Rich Systems Prasoon Sinha Akhil Guliani Rutwik Jain Brandon Tran Matthew D. Sinclair Shivaram Venkataraman 19 17 0 23 Aug 2022
Low-Level Physiological Implications of End-to-End Learning of Speech Recognition Louise Coppieters de Gibson Philip N. Garner 21 1 0 22 Aug 2022
Resisting Adversarial Attacks in Deep Neural Networks using Diverse Decision Boundaries Manaar Alam Shubhajit Datta Debdeep Mukhopadhyay Arijit Mondal P. Chakrabarti AAML 12 5 0 18 Aug 2022
Comparison and Analysis of New Curriculum Criteria for End-to-End ASR Georgios Karakasidis Tamás Grósz M. Kurimo 22 2 0 10 Aug 2022
OLLIE: Derivation-based Tensor Program Optimizer Liyan Zheng Haojie Wang Jidong Zhai Muyan Hu Zixuan Ma Tuowei Wang Shizhi Tang Lei Xie Kezhao Huang Zhihao Jia 46 3 0 02 Aug 2022
A 23 $μ$ W Keyword Spotting IC with Ring-Oscillator-Based Time-Domain Feature Extraction Kwantae Kim Chang Gao Rui Gracca Ilya Kiselev H. Yoo T. Delbruck Shih-Chii Liu 16 21 0 01 Aug 2022
Domain Specific Wav2vec 2.0 Fine-tuning For The SE&R 2022 Challenge A. I. S. Ferreira Gustavo dos Reis Oliveira 27 3 0 29 Jul 2022
Federated Selective Aggregation for Knowledge Amalgamation Don Xie Ruonan Yu Gongfan Fang Mingli Song Zunlei Feng Xinchao Wang Li Sun Mingli Song FedML 38 3 0 27 Jul 2022
MISO: Exploiting Multi-Instance GPU Capability on Multi-Tenant Systems for Machine Learning Baolin Li Tirthak Patel S. Samsi V. Gadepally Devesh Tiwari 14 51 0 23 Jul 2022
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks Andrew M. Saxe Shagun Sodhani Sam Lewallen AI4CE 30 34 0 21 Jul 2022
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting Thierry Desot François Portet Michel Vacher 27 12 0 17 Jul 2022
Data Augmentation for Low-Resource Quechua ASR Improvement Rodolfo Zevallos Núria Bel Guillermo Cámbara Mireia Farrús Jordi Luque VLM SyDa 19 6 0 14 Jul 2022
The ACII 2022 Affective Vocal Bursts Workshop & Competition: Understanding a critically understudied modality of emotional expression Alice Baird Panagiotis Tzirakis Jeffrey A. Brooks Christopher B. Gregory Björn Schuller A. Batliner D. Keltner Alan S. Cowen 25 17 0 07 Jul 2022
Rapid training of quantum recurrent neural networks M. Siemaszko A. Buraczewski Bertrand Le Saux Magdalena Stobiñska 27 9 0 01 Jul 2022
Data-Efficient Learning via Minimizing Hyperspherical Energy Xiaofeng Cao Weiyang Liu Ivor W. Tsang 19 8 0 30 Jun 2022
An extensible Benchmarking Graph-Mesh dataset for studying Steady-State Incompressible Navier-Stokes Equations F. Bonnet Jocelyn Ahmed Mazari T. Munzer P. Yser Patrick Gallinari AI4CE 66 10 0 29 Jun 2022
Wav2Vec-Aug: Improved self-supervised training with limited data Anuroop Sriram Michael Auli Alexei Baevski SSL VLM 22 15 0 27 Jun 2022
Self-Healing Robust Neural Networks via Closed-Loop Control Zhuotong Chen Qianxiao Li Zheng-Wei Zhang AAML OOD 6 11 0 26 Jun 2022