Title
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Embracing the Disharmony in Medical Imaging: A Simple and Effective Framework for Domain Adaptation Rongguang Wang Pratik Chaudhari Christos Davatzikos OOD 72 51 0 23 Mar 2021
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Principled Interpolation in Normalizing Flows Samuel G. Fadel Sebastian Mair Ricardo da S. Torres Ulf Brefeld 102 3 0 22 Oct 2020
Effective Regularization Through Loss-Function Metalearning Santiago Gonzalez Risto Miikkulainen 56 5 0 02 Oct 2020
Utilizing Explainable AI for Quantization and Pruning of Deep Neural Networks Muhammad Sabih Frank Hannig J. Teich MQ 48 23 0 20 Aug 2020
Generative chemistry: drug discovery with deep learning generative models Yuemin Bian X. Xie AI4CE 59 95 0 20 Aug 2020
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Domain Generalizer: A Few-shot Meta Learning Framework for Domain Generalization in Medical Imaging Pulkit Khandelwal Paul Yushkevich OOD 61 37 0 18 Aug 2020
Video Region Annotation with Sparse Bounding Boxes Yuzheng Xu Yang Wu Nur Sabrina binti Zuraimi S. Nobuhara Ko Nishino VGen 45 2 0 17 Aug 2020
Cloth Region Segmentation for Robust Grasp Selection Jianing Qian Thomas Weng Luxin Zhang Brian Okorn David Held 30 42 0 13 Aug 2020
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Few-Shot Drum Transcription in Polyphonic Music Yu Wang Justin Salamon M. Cartwright Nicholas J. Bryan J. P. Bello 110 20 0 06 Aug 2020
Categorical Normalizing Flows via Continuous Transformations Phillip Lippe E. Gavves BDL 60 43 0 17 Jun 2020
A Study of Compositional Generalization in Neural Models Tim Klinger D. Adjodah Vincent Marois Joshua Joseph Matthew D Riemer Alex Pentland Murray Campbell CoGe NAI 84 12 0 16 Jun 2020
Robust Sound Source Tracking Using SRP-PHAT and 3D Convolutional Neural Networks David Diaz-Guerra A. Miguel J. R. Beltrán 53 88 0 16 Jun 2020
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Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction Tong He John Collomosse Hailin Jin Stefano Soatto 3DH 54 176 0 15 Jun 2020
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On Correctness of Automatic Differentiation for Non-Differentiable Functions Wonyeol Lee Hangyeol Yu Xavier Rival Hongseok Yang 40 40 0 12 Jun 2020
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Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction Jinheon Baek Dong Bok Lee Sung Ju Hwang 65 88 0 11 Jun 2020
Deep Structural Causal Models for Tractable Counterfactual Inference Nick Pawlowski Daniel Coelho De Castro Ben Glocker CML MedIm 51 235 0 11 Jun 2020
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Differentiable Neural Input Search for Recommender Systems Weiyu Cheng Yanyan Shen Linpeng Huang 48 36 0 08 Jun 2020
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SlimConv: Reducing Channel Redundancy in Convolutional Neural Networks by Weights Flipping Jiaxiong Qiu Cai Chen Shuaicheng Liu B. Zeng 52 39 0 16 Mar 2020
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The TrojAI Software Framework: An OpenSource tool for Embedding Trojans into Deep Learning Models Kiran Karra C. Ashcraft Neil Fendley 43 35 0 13 Mar 2020
End-to-End Learning Local Multi-view Descriptors for 3D Point Clouds Lei Li Siyu Zhu Hongbo Fu P. Tan Chiew-Lan Tai 3DPC 64 106 0 12 Mar 2020
Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding Seonguk Park Gyubok Lee Manoj Bhat Jimin Seo Minseok Kang Jonathan M Francis Ashwin R. Jadhav Paul Pu Liang Louis-Philippe Morency 153 119 0 06 Mar 2020
Exploiting Verified Neural Networks via Floating Point Numerical Error Kai Jia Martin Rinard AAML 51 34 0 06 Mar 2020
Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation Min-Hung Chen Baopu Li Sid Ying-Ze Bao G. Al-Regib Z. Kira TTA 73 122 0 05 Mar 2020
Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning Yiming Sun Bing Cao Pengfei Zhu Q. Hu 50 244 0 05 Mar 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 277 929 0 02 Mar 2020
SNIFF: Reverse Engineering of Neural Networks with Fault Attacks J. Breier Dirmanto Jap Xiaolu Hou S. Bhasin Yang Liu 40 53 0 23 Feb 2020
Non-linear Neurons with Human-like Apical Dendrite Activations Mariana-Iuliana Georgescu Radu Tudor Ionescu Nicolae-Cătălin Ristea N. Sebe 34 19 0 02 Feb 2020
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