Neural Networks

Interpreting Character Embeddings With Perceptual Representations: The Case of Shape, Sound, and Color ACL 2022 Interspace Pruning: Using Adaptive Filter Representations To Improve Training of Sparse CNNs CVPR 2022 INTERSPEECH 2022 Audio Deep Packet Loss Concealment Challenge Interspeech 2022 Intrinsic Image Decomposition by Pursuing Reflectance Image IJCAI 2022 Introspective Learning : A Two-Stage approach for Inference in Neural Networks NeurIPS 2022 Investigating the Impact of Crosslingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition Interspeech 2022 In What Ways Are Deep Neural Networks Invariant and How Should We Measure This? NeurIPS 2022 IRON: Inverse Rendering by Optimizing Neural SDFs and Materials From Photometric Images CVPR 2022 ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution Segmentation CVPR 2022 Is Encoder-Decoder Redundant for Neural Machine Translation? AACL 2022 Is it Possible to Predict MGMT Promoter Methylation from Brain Tumor MRI Scans using Deep Learning Models? MIDL 2022 It’s Raw! Audio Generation with State-Space Models ICML 2022 JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search NeurIPS 2022 JFB: Jacobian-Free Backpropagation for Implicit Networks AAAI 2022 Joint Entity and Relation Extraction Based on Table Labeling Using Convolutional Neural Networks ACL 2022 Joint Neural AEC and Beamforming with Double-Talk Detection Interspeech 2022 JsonGrinder.jl: automated differentiable neural architecture for embedding arbitrary JSON data JMLR 2022 KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-zero Training Loss AAAI 2022 Kernel Memory Networks: A Unifying Framework for Memory Modeling NeurIPS 2022 Kernel Multimodal Continuous Attention NeurIPS 2022 Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations JMLR 2022 Killing Two Birds With One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC CVPR 2022 Knowledge Distillation With the Reused Teacher Classifier CVPR 2022 Knowledge representation combining quaternion path integration and depth-wise atrous circular convolution UAI 2022 KOALA: A Kalman Optimization Algorithm with Loss Adaptivity AAAI 2022