Title
Unifying Gradient Estimators for Meta-Reinforcement Learning via Off-Policy Evaluation Yunhao Tang Tadashi Kozuno Mark Rowland Rémi Munos Michal Valko OffRL 136 9 0 24 Jun 2021
Zero-Cost, Arrow-Enabled Data Interface for Apache Spark Sebastiaan Alvarez Rodriguez Jayjeet Chakraborty Aaron Chu I. Jimenez J. LeFevre C. Maltzahn Alexandru Uta 32 5 0 24 Jun 2021
Self-Supervised Monocular Depth Estimation of Untextured Indoor Rotated Scenes Benjamin Keltjens T. V. Dijk Guido de Croon MDE 73 3 0 24 Jun 2021
Information Bottleneck: Exact Analysis of (Quantized) Neural Networks S. Lorenzen Christian Igel M. Nielsen MQ 64 18 0 24 Jun 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 339 1,608 0 23 Jun 2021
Numerical influence of ReLU'(0) on backpropagation David Bertoin Jérôme Bolte Sébastien Gerchinovitz Edouard Pauwels 91 0 0 23 Jun 2021
The Rate of Convergence of Variation-Constrained Deep Neural Networks Gen Li Jie Ding 61 6 0 22 Jun 2021
Neural Networks for Dengue Prediction: A Systematic Review Kirstin Roster F. Rodrigues 65 7 0 22 Jun 2021
Randomness In Neural Network Training: Characterizing The Impact of Tooling Donglin Zhuang Xingyao Zhang Shuaiwen Leon Song Sara Hooker 87 78 0 22 Jun 2021
Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification Dong Lee Sae-Young Chung 94 20 0 22 Jun 2021
Cogment: Open Source Framework For Distributed Multi-actor Training, Deployment & Operations AI Redefined S. Gottipati Sagar Kurandwad Clodéric Mars Gregory Szriftgiser Franccois Chabot 67 8 0 21 Jun 2021
Multiplying Matrices Without Multiplying Davis W. Blalock John Guttag 120 52 0 21 Jun 2021
Improving Compositional Generalization in Classification Tasks via Structure Annotations Juyong Kim Pradeep Ravikumar Joshua Ainslie Santiago Ontañón CoGe 89 18 0 19 Jun 2021
On the benefits of maximum likelihood estimation for Regression and Forecasting Pranjal Awasthi Abhimanyu Das Rajat Sen A. Suresh AI4TS 79 10 0 18 Jun 2021
Scalable Econometrics on Big Data -- The Logistic Regression on Spark Aurelien Ouattara Matthieu Bulté Wanxuan Lin Philipp Scholl Benedikt Veit Christos Ziakas Florian Felice Julien Virlogeux George N. Dikos 35 1 0 18 Jun 2021
Zero-Shot Federated Learning with New Classes for Audio Classification Gautham Krishna Gudur S. K. Perepu FedML 48 10 0 18 Jun 2021
Universum GANs: Improving GANs through contradictions Sauptik Dhar Javad Heydari S. Tripathi Unmesh Kurup Mohak Shah GAN SyDa 39 1 0 18 Jun 2021
DeepLab2: A TensorFlow Library for Deep Labeling Mark Weber Huiyu Wang Siyuan Qiao Jun Xie Maxwell D. Collins ... Laura Leal-Taixe Alan Yuille Florian Schroff Hartwig Adam Liang-Chieh Chen VLM 105 49 0 17 Jun 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification Chao-Han Huck Yang Yun-Yun Tsai Pin-Yu Chen AI4TS 122 130 0 17 Jun 2021
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better Gaurav Menghani VLM MedIm 115 391 0 16 Jun 2021
On the long-term learning ability of LSTM LMs Wim Boes Robbe Van Rompaey Lyan Verwimp J. Pelemans Hugo Van hamme P. Wambacq 28 1 0 16 Jun 2021
Silent Speech and Emotion Recognition from Vocal Tract Shape Dynamics in Real-Time MRI Laxmi Pandey A. Arif 56 8 0 16 Jun 2021
HELP: Hardware-Adaptive Efficient Latency Prediction for NAS via Meta-Learning Hayeon Lee Sewoong Lee Song Chong Sung Ju Hwang 83 26 0 16 Jun 2021
Quantum-inspired event reconstruction with Tensor Networks: Matrix Product States Jack Y. Araz M. Spannowsky 106 17 0 15 Jun 2021
Time Series Anomaly Detection for Cyber-Physical Systems via Neural System Identification and Bayesian Filtering Cheng Feng Pengwei Tian AI4TS 85 79 0 15 Jun 2021
An Automated Quality Evaluation Framework of Psychotherapy Conversations with Local Quality Estimates Zhuohao Chen Nikolaos Flemotomos Karan Singla Torrey A. Creed David C. Atkins Shrikanth Narayanan 65 5 0 15 Jun 2021
Highdicom: A Python library for standardized encoding of image annotations and machine learning model outputs in pathology and radiology Christopher P. Bridge C. Gorman S. Pieper S. Doyle J. Lennerz Jayashree Kalpathy-Cramer David Clunie Andrey Fedorov M. Herrmann MedIm AI4CE 41 11 0 14 Jun 2021
RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning Krishnateja Killamsetty Xujiang Zhao F. Chen Rishabh K. Iyer 90 84 0 14 Jun 2021
Hierarchically Regularized Deep Forecasting Biswajit Paria Rajat Sen Amr Ahmed Abhimanyu Das AI4TS 70 16 0 14 Jun 2021
Dynamic Gradient Aggregation for Federated Domain Adaptation Dimitrios Dimitriadis K. Kumatani R. Gmyr Yashesh Gaur Sefik Emre Eskimez FedML 72 5 0 14 Jun 2021
pix2rule: End-to-end Neuro-symbolic Rule Learning Nuri Cingillioglu A. Russo NAI 86 9 0 14 Jun 2021
NG+ : A Multi-Step Matrix-Product Natural Gradient Method for Deep Learning Minghan Yang Dong Xu Qiwen Cui Zaiwen Wen Pengxiang Xu 48 4 0 14 Jun 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 179 865 0 14 Jun 2021
On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification Z. Babaiee Ramin Hasani Mathias Lechner Daniela Rus Radu Grosu VLM 72 18 0 13 Jun 2021
Siamese Network Training Using Artificial Triplets By Sampling and Image Transformation Ammar N. Abbas David Moser 39 1 0 13 Jun 2021
Multi-level Attention Fusion Network for Audio-visual Event Recognition Mathilde Brousmiche Jean Rouat Stéphane Dupont 161 11 0 12 Jun 2021
Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images Shivam Kalra Mohammed Adnan S. Hemati Taher Dehkharghanian Shahryar Rahnamayan Hamid Tizhoosh 74 13 0 11 Jun 2021
DECORE: Deep Compression with Reinforcement Learning Manoj Alwani Yang Wang Vashisht Madhavan AI4CE 75 44 0 11 Jun 2021
Verifying Quantized Neural Networks using SMT-Based Model Checking Luiz Sena Xidan Song E. Alves I. Bessa Edoardo Manino Lucas C. Cordeiro Eddie Batista de Lima Filho 69 11 0 10 Jun 2021
Real-time simulation of parameter-dependent fluid flows through deep learning-based reduced order models S. Fresca Andrea Manzoni AI4CE 60 37 0 10 Jun 2021
Stein Latent Optimization for Generative Adversarial Networks Uiwon Hwang Heeseung Kim Dahuin Jung Hyemi Jang Hyungyu Lee Sungroh Yoon GAN 121 2 0 09 Jun 2021
Understanding top-down attention using task-oriented ablation design Freddie Bickford-Smith Brett D. Roads Xiaoliang Luo Bradley C. Love 56 1 0 08 Jun 2021
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 144 770 0 08 Jun 2021
Nonsmooth Implicit Differentiation for Machine Learning and Optimization Jérôme Bolte Tam Le Edouard Pauwels Antonio Silveti-Falls 88 57 0 08 Jun 2021
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization Martin Briesch Dominik Sobania Franz Rothlauf UQCV 42 1 0 08 Jun 2021
Predicting Different Types of Subtle Toxicity in Unhealthy Online Conversations Shlok Gilda Mirela Silva Luiz H. F. Giovanini Daniela Oliveira 105 9 0 07 Jun 2021
Multivariate Probabilistic Regression with Natural Gradient Boosting Michael O’Malley A. Sykulski R. Lumpkin Alejandro Schuler BDL 35 7 0 07 Jun 2021
PAIO: A Software-Defined Storage Data Plane Framework Ricardo Macedo Y. Tanimura J. Haga Vijay Chidambaram J. Pereira Technology 22 0 0 07 Jun 2021
DINs: Deep Interactive Networks for Neurofibroma Segmentation in Neurofibromatosis Type 1 on Whole-Body MRI Jian-Wei Zhang Wei Chen K. I. Ly Xubin Zhang Fan Yan J. Jordan G. Harris S. Plotkin Pengyi Hao W. Cai 39 6 0 07 Jun 2021
3D UAV Trajectory and Data Collection Optimisation via Deep Reinforcement Learning K. Nguyen T. Duong Tan Do-Duy H. Claussen L. Hanzo 39 93 0 06 Jun 2021