Model Architecture

VeriX: Towards Verified Explainability of Deep Neural Networks NeurIPS 2023 Vesselformer: Towards Complete 3D Vessel Graph Generation from Images MIDL 2023 VI-Net: Boosting Category-level 6D Object Pose Estimation via Learning Decoupled Rotations on the Spherical Representations ICCV 2023 vMAP: Vectorised Object Mapping for Neural Field SLAM CVPR 2023 VoGE: A Differentiable Volume Renderer using Gaussian Ellipsoids for Analysis-by-Synthesis ICLR 2023 Wavelength-Aware 2D Convolutions for Hyperspectral Imaging WACV 2023 Welder: Scheduling Deep Learning Memory Access via Tile-graph OSDI 2023 What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection ACL 2023 WHFL: Wavelet-Domain High Frequency Loss for Sketch-to-Image Translation WACV 2023 Why Is the Winner the Best? CVPR 2023 Wide-Angle Rectification via Content-Aware Conformal Mapping CVPR 2023 Window-Based Early-Exit Cascades for Uncertainty Estimation: When Deep Ensembles are More Efficient than Single Models ICCV 2023 WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer AAAI 2023 YATO: Yet Another deep learning based Text analysis Open toolkit EMNLP 2023 SO(2)-Equivariant Reinforcement Learning ICLR 2022 4-bit Conformer with Native Quantization Aware Training for Speech Recognition Interspeech 2022 6DCNN with Roto-Translational Convolution Filters for Volumetric Data Processing AAAI 2022 A Bregman Learning Framework for Sparse Neural Networks JMLR 2022 Accelerating Code Search with Deep Hashing and Code Classification ACL 2022 Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks NSDI 2022 Accelerating Dynamical System Simulations with Contracting and Physics-Projected Neural-Newton Solvers L4DC 2022 AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks NAACL 2022 Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction IJCAI 2022 Adaptive Inertia: Disentangling the Effects of Adaptive Learning Rate and Momentum ICML 2022 Adaptive Wavelet Transformer Network for 3D Shape Representation Learning ICLR 2022