Deep Learning

Pseudo-Stereo for Monocular 3D Object Detection in Autonomous Driving CVPR 2022 pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models NeurIPS 2022 Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks EMNLP 2022 Quantization-Aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging CVPR 2022 Ray3D: Ray-Based 3D Human Pose Estimation for Monocular Absolute 3D Localization CVPR 2022 RCL: Recurrent Continuous Localization for Temporal Action Detection CVPR 2022 Reducing Flipping Errors in Deep Neural Networks AAAI 2022 Reference-Based Speech Enhancement via Feature Alignment and Fusion Network AAAI 2022 ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery AAAI 2022 Rethinking Alignment in Video Super-Resolution Transformers NeurIPS 2022 Rethinking Document-level Neural Machine Translation ACL 2022 Revealing Disocclusions in Temporal View Synthesis Through Infilling Vector Prediction WACV 2022 Reverse Differentiation via Predictive Coding AAAI 2022 Revisiting Consistency Regularization for Deep Partial Label Learning ICML 2022 Revisiting joint decoding based multi-talker speech recognition with DNN acoustic model Interspeech 2022 Revisiting Temporal Alignment for Video Restoration CVPR 2022 RNNPose: Recurrent 6-DoF Object Pose Refinement With Robust Correspondence Field Estimation and Pose Optimization CVPR 2022 Robust High-Resolution Video Matting With Temporal Guidance WACV 2022 Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning ICML 2022 Sample-Efficient Iterative Lower Bound Optimization of Deep Reactive Policies for Planning in Continuous MDPs AAAI 2022 Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy NeurIPS 2022 Scaled ReLU Matters for Training Vision Transformers AAAI 2022 SeeThroughNet: Resurrection of Auxiliary Loss by Preserving Class Probability Information CVPR 2022 Selective Differential Privacy for Language Modeling NAACL 2022 SimVP: Simpler Yet Better Video Prediction CVPR 2022