Neural Networks

Implicit Regularization Towards Rank Minimization in ReLU Networks ALT 2023 ImPosing: Implicit Pose Encoding for Efficient Visual Localization WACV 2023 Improved DeepFake Detection Using Whisper Features Interspeech 2023 Improve Video Representation with Temporal Adversarial Augmentation IJCAI 2023 Improving Adversarial Robustness of Deep Equilibrium Models with Explicit Regulations Along the Neural Dynamics ICML 2023 Improving Compositional Generalization using Iterated Learning and Simplicial Embeddings NeurIPS 2023 Improving End-to-End Modeling For Mandarin-English Code-Switching Using Lightweight Switch-Routing Mixture-of-Experts Interspeech 2023 Improving Equivariance in State-of-the-Art Supervised Depth and Normal Predictors ICCV 2023 Improving Robotic Tactile Localization Super-resolution via Spatiotemporal Continuity Learning and Overlapping Air Chambers AAAI 2023 Improving Stain Invariance of CNNs for Segmentation by Fusing Channel Attention and Domain-Adversarial Training MIDL 2023 Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis AAAI 2023 Incompatibility Clustering as a Defense Against Backdoor Poisoning Attacks ICLR 2023 Incremental Learning in Diagonal Linear Networks JMLR 2023 Indoor Depth Recovery Based on Deep Unfolding with Non-Local Prior ICCV 2023 Inducing Neural Collapse in Deep Long-tailed Learning AISTATS 2023 Inducing Neural Collapse to a Fixed Hierarchy-Aware Frame for Reducing Mistake Severity ICCV 2023 Inductive Bias Is in the Eye of the Beholder EMNLP 2023 Inherent Redundancy in Spiking Neural Networks ICCV 2023 In-Image Neural Machine Translation with Segmented Pixel Sequence-to-Sequence Model EMNLP 2023 Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks NeurIPS 2023 INO: Invariant Neural Operators for Learning Complex Physical Systems with Momentum Conservation AISTATS 2023 Instance-Dependent Generalization Bounds via Optimal Transport JMLR 2023 Instant Multi-View Head Capture Through Learnable Registration CVPR 2023 Integral Neural Networks CVPR 2023 Integrated Object Deformation and Contact Patch Estimation from Visuo-Tactile Feedback RSS 2023