Deep Learning

Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES NAACL 2022 Keyphrase Generation Beyond the Boundaries of Title and Abstract EMNLP 2022 KinyaBERT: a Morphology-aware Kinyarwanda Language Model ACL 2022 Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration AAAI 2022 Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network NeurIPS 2022 Learning Deep Input-Output Stable Dynamics NeurIPS 2022 Learning To Learn Across Diverse Data Biases in Deep Face Recognition CVPR 2022 Learning To Solve Hard Minimal Problems CVPR 2022 Less Is Better: Recovering Intended-Feature Subspace to Robustify NLU Models COLING 2022 Let There Be a Clock on the Beach: Reducing Object Hallucination in Image Captioning WACV 2022 Listening with Googlears: Low-Latency Neural Multiframe Beamforming and Equalization for Hearing Aids Interspeech 2022 Low-Latency Online Streaming VideoQA Using Audio-Visual Transformers Interspeech 2022 Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment AAAI 2022 Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach NeurIPS 2022 Masked Training of Neural Networks with Partial Gradients AISTATS 2022 Maslow’s Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation ICML 2022 M-BAD: A Multilabel Dataset for Detecting Aggressive Texts and Their Targets ACL 2022 MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers AAAI 2022 Mitigating Low Agricultural Productivity of Smallholder Farms in Africa: Time-Series Forecasting for Environmental Stressors AAAI 2022 Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation CVPR 2022 MultiSpanQA: A Dataset for Multi-Span Question Answering NAACL 2022 Neighborhood Mixup Experience Replay: Local Convex Interpolation for Improved Sample Efficiency in Continuous Control Tasks L4DC 2022 Neural Data-Dependent Transform for Learned Image Compression CVPR 2022 NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics NAACL 2022 Noise Learning for Text Classification: A Benchmark COLING 2022