Model Architecture

Beyond Fixation: Dynamic Window Visual Transformer CVPR 2022 Beyond GNNs: An Efficient Architecture for Graph Problems AAAI 2022 Binary Early-Exit Network for Adaptive Inference on Low-Resource Devices Interspeech 2022 BINAS: Bilinear Interpretable Neural Architecture Search ACML 2022 BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles ACL 2022 Bi-volution: A Static and Dynamic Coupled Filter AAAI 2022 Block-Recurrent Transformers NeurIPS 2022 BLOX: Macro Neural Architecture Search Benchmark and Algorithms NeurIPS 2022 BM-NAS: Bilevel Multimodal Neural Architecture Search AAAI 2022 Boosting the Certified Robustness of L-infinity Distance Nets ICLR 2022 Boundary-Guided Camouflaged Object Detection IJCAI 2022 BppAttack: Stealthy and Efficient Trojan Attacks Against Deep Neural Networks via Image Quantization and Contrastive Adversarial Learning CVPR 2022 Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor NeurIPS 2022 BScNets: Block Simplicial Complex Neural Networks AAAI 2022 CADSim: Robust and Scalable in-the-wild 3D Reconstruction for Controllable Sensor Simulation CoRL 2022 Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models NSDI 2022 CHEX: CHannel EXploration for CNN Model Compression CVPR 2022 Circulant-interactive Transformer with Dimension-aware Fusion for Multimodal Sentiment Analysis ACML 2022 CKConv: Continuous Kernel Convolution For Sequential Data ICLR 2022 CLRNet: Cross Layer Refinement Network for Lane Detection CVPR 2022 CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters CVPR 2022 Co-Domain Symmetry for Complex-Valued Deep Learning CVPR 2022 Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs ICML 2022 Combining Feature and Instance Attribution to Detect Artifacts ACL 2022 Common Failure Modes of Subcluster-based Sampling in Dirichlet Process Gaussian Mixture Models - and a Deep-learning Solution AISTATS 2022