conftrace_

Application Areas

34,437 papers (4 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Domain Adaptation (9,897) Efficient Computing (8,226) Data Augmentation (3,648) Fairness (3,574) Knowledge Distillation (3,219) Privacy (3,022) Domain Generalization (1,972) Model Compression (1,736) Risk Management (1,119) Model Merging (592) Recommender Systems (343) Information Retrieval (249) Text Classification (144) Text Processing (2)

Papers per year

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1,828

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Papers (including subtopics)

Provable Adaptation across Multiway Domains via Representation Learning ICLR 2022 Provable Continual Learning via Sketched Jacobian Approximations AISTATS 2022 Provable Domain Generalization via Invariant-Feature Subspace Recovery ICML 2022 Provable Guarantees for Understanding Out-of-Distribution Detection AAAI 2022 Provably Confidential Language Modelling NAACL 2022 PROVES: Establishing Image Provenance Using Semantic Signatures WACV 2022 Proximal and Federated Random Reshuffling ICML 2022 Proximal Exploration for Model-guided Protein Sequence Design ICML 2022 Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks AAAI 2022 Pruned RNN-T for fast, memory-eﬀicient ASR training Interspeech 2022 Pruning Adatperfusion with Lottery Ticket Hypothesis NAACL 2022 Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization IJCAI 2022 Pruning has a disparate impact on model accuracy NeurIPS 2022 Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions NeurIPS 2022 Pruning’s Effect on Generalization Through the Lens of Training and Regularization NeurIPS 2022 Pseudo-Relevance for Enhancing Document Representation EMNLP 2022 Pseudo-spherical Knowledge Distillation IJCAI 2022 PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling COLING 2022 PubHealthTab: A Public Health Table-based Dataset for Evidence-based Fact Checking NAACL 2022 PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation NeurIPS 2022 PUMA: Performance Unchanged Model Augmentation for Training Data Removal AAAI 2022 Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning NAACL 2022 PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation AAAI 2022 Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images ICML 2022 Pushing the limits of fairness impossibility: Who's the fairest of them all? NeurIPS 2022