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Deep Learning

1752 directly classified papers

Papers per year

Papers

Towards understanding how momentum improves generalization in deep learning ICML 2022
Introducing Variational Autoencoders to High School Students AAAI 2022
Overview of the Shared Task on Machine Translation in Dravidian Languages ACL 2022
Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022
The State of Sparse Training in Deep Reinforcement Learning ICML 2022
Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning ICML 2022
Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification ICML 2022
Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing CVPR 2022
Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds CVPR 2022
Pseudo-Stereo for Monocular 3D Object Detection in Autonomous Driving CVPR 2022
A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract) AAAI 2022
C2SLR: Consistency-Enhanced Continuous Sign Language Recognition CVPR 2022
Human Trajectory Prediction With Momentary Observation CVPR 2022
RCL: Recurrent Continuous Localization for Temporal Action Detection CVPR 2022
FoggyStereo: Stereo Matching With Fog Volume Representation CVPR 2022
Balanced MSE for Imbalanced Visual Regression CVPR 2022
PhyIR: Physics-Based Inverse Rendering for Panoramic Indoor Images CVPR 2022
Trajectory Optimization for Physics-Based Reconstruction of 3D Human Pose From Monocular Video CVPR 2022
URetinex-Net: Retinex-Based Deep Unfolding Network for Low-Light Image Enhancement CVPR 2022
Mask-Guided Spectral-Wise Transformer for Efficient Hyperspectral Image Reconstruction CVPR 2022
Block-NeRF: Scalable Large Scene Neural View Synthesis CVPR 2022
DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow CVPR 2022
Equalized Focal Loss for Dense Long-Tailed Object Detection CVPR 2022
Learning With Twin Noisy Labels for Visible-Infrared Person Re-Identification CVPR 2022
Towards Bidirectional Arbitrary Image Rescaling: Joint Optimization and Cycle Idempotence CVPR 2022