Neural Networks

Bregman Neural Networks ICML 2022 Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets NeurIPS 2022 Busy-Quiet Video Disentangling for Video Classification WACV 2022 CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism CVPR 2022 CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling MIDL 2022 C*-algebra Net: A New Approach Generalizing Neural Network Parameters to C*-algebra ICML 2022 CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation CVPR 2022 Can Emotion Carriers Explain Automatic Sentiment Prediction? A Study on Personal Narratives ACL 2022 Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent From the Decision Boundary Perspective CVPR 2022 Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks? IJCAI 2022 Capturing actionable dynamics with structured latent ordinary differential equations UAI 2022 CDGNet: Class Distribution Guided Network for Human Parsing CVPR 2022 Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis NeurIPS 2022 CerDEQ: Certifiable Deep Equilibrium Model ICML 2022 Certified Robustness Against Natural Language Attacks by Causal Intervention ICML 2022 Certified Robustness for Deep Equilibrium Models via Interval Bound Propagation ICLR 2022 Challenges remain in Building ASR for Spontaneous Preschool Children Speech in Naturalistic Educational Environments Interspeech 2022 Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022 Character Jacobian: Modeling Chinese Character Meanings with Deep Learning Model COLING 2022 ChildrEN SafEty and Rescue (CENSER) System for Trafficked Children from Brothels in India AAAI 2022 Chinese Couplet Generation with Syntactic Information COLING 2022 Chunked Autoregressive GAN for Conditional Waveform Synthesis ICLR 2022 CKConv: Continuous Kernel Convolution For Sequential Data ICLR 2022 Classification of Accented English Using CNN Model Trained on Amplitude Mel-Spectrograms Interspeech 2022 Classifying Emails into Human vs Machine Category AAAI 2022