neural network

An Enhanced Human Activity Recognition Algorithm with Positional Attention ACML 2022 A Neural Model for Compositional Word Embeddings and Sentence Processing ACL 2022 A Neural Pairwise Ranking Model for Readability Assessment ACL 2022 AnimeSR: Learning Real-World Super-Resolution Models for Animation Videos NeurIPS 2022 An Information-Theoretic Framework for Deep Learning NeurIPS 2022 An Initial Alignment between Neural Network and Target is Needed for Gradient Descent to Learn ICML 2022 ANNA: Enhanced Language Representation for Question Answering ACL 2022 An Unconstrained Layer-Peeled Perspective on Neural Collapse ICLR 2022 An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks AAAI 2022 APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction NeurIPS 2022 Approximate Exploitability: Learning a Best Response IJCAI 2022 A proof of convergence for the gradient descent optimization method with random initializations in the training of neural networks with ReLU activation for piecewise linear target functions JMLR 2022 A Random Matrix Perspective on Mixtures of Nonlinearities in High Dimensions AISTATS 2022 Architecture Agnostic Federated Learning for Neural Networks ICML 2022 Are All Layers Created Equal? JMLR 2022 Are AlphaZero-like Agents Robust to Adversarial Perturbations? NeurIPS 2022 Are Neural Topic Models Broken? EMNLP 2022 Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks NeurIPS 2022 A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions ICML 2022 Artistic Style Discovery With Independent Components CVPR 2022 A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing EMNLP 2022 A Simple Guard for Learned Optimizers ICML 2022 A Solver-free Framework for Scalable Learning in Neural ILP Architectures NeurIPS 2022 A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction EMNLP 2022 Aspect-based Sentiment Analysis as Machine Reading Comprehension COLING 2022