Architectures

What do neural networks learn in image classification? A frequency shortcut perspective ICCV 2023 What Do Self-Supervised Vision Transformers Learn? ICLR 2023 What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding NeurIPS 2023 What is the best recipe for character-level encoder-only modelling? ACL 2023 What is the Inductive Bias of Flatness Regularization? A Study of Deep Matrix Factorization Models NeurIPS 2023 ​​What learning algorithm is in-context learning? Investigations with linear models ICLR 2023 What Makes Convolutional Models Great on Long Sequence Modeling? ICLR 2023 What Makes Data Suitable for a Locally Connected Neural Network? A Necessary and Sufficient Condition Based on Quantum Entanglement. NeurIPS 2023 What Planning Problems Can A Relational Neural Network Solve? NeurIPS 2023 When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability NeurIPS 2023 When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment NeurIPS 2023 When Epipolar Constraint Meets Non-Local Operators in Multi-View Stereo ICCV 2023 When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations ICML 2023 When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants ACL 2023 Where We Are and What We're Looking At: Query Based Worldwide Image Geo-Localization Using Hierarchies and Scenes CVPR 2023 Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton AAAI 2023 Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong General Audio Event Taggers Interspeech 2023 White-Box Transformers via Sparse Rate Reduction NeurIPS 2023 Who is Speaking? Speaker-Aware Multiparty Dialogue Act Classification EMNLP 2023 Why Bother with Geometry? On the Relevance of Linear Decompositions of Transformer Embeddings EMNLP 2023 Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption AAAI 2023 Why do networks have inhibitory/negative connections? ICCV 2023 Wide stochastic networks: Gaussian limit and PAC-Bayesian training ALT 2023 WIERT: Web Information Extraction via Render Tree AAAI 2023 Wing shape estimation with Extended Kalman filtering and KalmanNet neural network of a flexible wing aircraft L4DC 2023