Application Areas

Discrete-Convex-Analysis-Based Framework for Warm-Starting Algorithms with Predictions NeurIPS 2022 Discrete Listwise Personalized Ranking for Fast Top-N Recommendation with Implicit Feedback IJCAI 2022 Discrete Representations Strengthen Vision Transformer Robustness ICLR 2022 Discriminative Adversarial Learning for Speaker Independent Emotion Recognition Interspeech 2022 Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring ICML 2022 Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment Interspeech 2022 Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks Interspeech 2022 Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning MLHC 2022 DiSparse: Disentangled Sparsification for Multitask Model Compression CVPR 2022 DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training ICML 2022 Distance-Based Hyperspherical Classification for Multi-Source Open-Set Domain Adaptation WACV 2022 Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes AAAI 2022 Distillation-Resistant Watermarking for Model Protection in NLP EMNLP 2022 Distillation Using Oracle Queries for Transformer-Based Human-Object Interaction Detection CVPR 2022 Distilled Dual-Encoder Model for Vision-Language Understanding EMNLP 2022 Distilling a Pretrained Language Model to a Multilingual ASR Model Interspeech 2022 Distilling GANs with Style-Mixed Triplets for X2I Translation with Limited Data ICLR 2022 Distilling Inter-Class Distance for Semantic Segmentation IJCAI 2022 Distilling Multilingual Transformers into CNNs for Scalable Intent Classification EMNLP 2022 Distilling Representations from GAN Generator via Squeeze and Span NeurIPS 2022 Distill The Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation EMNLP 2022 Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model ACL 2022 Distinguishing rule and exemplar-based generalization in learning systems ICML 2022 Distinguishing Unseen From Seen for Generalized Zero-Shot Learning CVPR 2022 DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems AAAI 2022