Representation Learning

Fine-Tuning Pre-trained Transformers into Decaying Fast Weights EMNLP 2022 FInfer: Frame Inference-Based Deepfake Detection for High-Visual-Quality Videos AAAI 2022 Flexible Neural Image Compression via Code Editing NeurIPS 2022 Forecasting Asset Dependencies to Reduce Portfolio Risk AAAI 2022 Formalizing Consistency and Coherence of Representation Learning NeurIPS 2022 FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction ACL 2022 Forward Compatible Training for Large-Scale Embedding Retrieval Systems CVPR 2022 French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English ACL 2022 FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations AAAI 2022 Frequency-Aware Contrastive Learning for Neural Machine Translation AAAI 2022 FR: Folded Rationalization with a Unified Encoder NeurIPS 2022 GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs EMNLP 2022 Gaussian Multi-head Attention for Simultaneous Machine Translation ACL 2022 Gendered Mental Health Stigma in Masked Language Models EMNLP 2022 Generalised Implicit Neural Representations NeurIPS 2022 Generalization Analysis of Message Passing Neural Networks on Large Random Graphs NeurIPS 2022 Generalization Bounded Implicit Learning of Nearly Discontinuous Functions L4DC 2022 Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets ACL 2022 Generative Adaptive Convolutions for Real-World Noisy Image Denoising AAAI 2022 GENIE: Higher-Order Denoising Diffusion Solvers NeurIPS 2022 GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models EMNLP 2022 Global Matching With Overlapping Attention for Optical Flow Estimation CVPR 2022 Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching AAAI 2022 Graph Neural Networks with Adaptive Readouts NeurIPS 2022 Graph Pointer Neural Networks AAAI 2022