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

2,498

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Papers (including subtopics)

Efficient Hyper-parameter Search for Knowledge Graph Embedding ACL 2022 Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression AISTATS 2022 Efficient Knowledge Distillation from Model Checkpoints NeurIPS 2022 Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT NAACL 2022 Efficient learning of sparse and decomposable PDEs using random projection UAI 2022 Efficient Machine Translation Domain Adaptation ACL 2022 Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization EMNLP 2022 Efficient Online ML API Selection for Multi-Label Classification Tasks ICML 2022 Efficient resource allocation with fairness constraints in restless multi-armed bandits UAI 2022 Efficient Risk-Averse Reinforcement Learning NeurIPS 2022 Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning NeurIPS 2022 Efficient Scheduling Policies for Microsecond-Scale Tasks NSDI 2022 Efficient Semi-supervised Consistency Training for Natural Language Understanding NAACL 2022 Efficient Sharpness-aware Minimization for Improved Training of Neural Networks ICLR 2022 Efficient Speech Enhancement with Neural Homomorphic Synthesis Interspeech 2022 Efficient Split-Mix Federated Learning for On-Demand and In-Situ Customization ICLR 2022 Efficient Test-Time Model Adaptation without Forgetting ICML 2022 Efficient Token Mixing for Transformers via Adaptive Fourier Neural Operators ICLR 2022 Efficient Training of Neural Transducer for Speech Recognition Interspeech 2022 Efficient Two-Stage Progressive Quantization of BERT EMNLP 2022 Efficient yet Competitive Speech Translation: FBK@IWSLT2022 ACL 2022 EGCN: An Ensemble-based Learning Framework for Exploring Effective Skeleton-based Rehabilitation Exercise Assessment IJCAI 2022 EHR Safari: Data is Contextual MLHC 2022 EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval CVPR 2022 Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update OSDI 2022