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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35

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142

116

147

330

517

1,020

1,828

2,498

3,411

3,854

5,063

6,422

7,176

1,666

2000

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Papers (including subtopics)

Efficient Dataset Distillation via Minimax Diffusion CVPR 2024 Efficient Denoising Diffusion via Probabilistic Masking ICML 2024 Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model ACL 2024 Efficient Discrepancy Testing for Learning with Distribution Shift NeurIPS 2024 EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models ICLR 2024 Efficient Domain Adaptation for Non-Autoregressive Machine Translation ACL 2024 Efficient End-to-End Visual Document Understanding with Rationale Distillation NAACL 2024 Efficient Explainable Face Verification Based on Similarity Score Argument Backpropagation WACV 2024 Efficient Feature Distillation for Zero-Shot Annotation Object Detection WACV 2024 Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters Interspeech 2024 Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval ACL 2024 Efficient Large Multi-modal Models via Visual Context Compression NeurIPS 2024 Efficient Learning of Event-based Dense Representation using Hierarchical Memories with Adaptive Update ECCV 2024 Efficient Lifelong Model Evaluation in an Era of Rapid Progress NeurIPS 2024 Efficient Lightweight Image Denoising with Triple Attention Transformer AAAI 2024 Efficient Low-Dimensional Compression of Overparameterized Models AISTATS 2024 Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits ICML 2024 Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization CVPR 2024 Efficiently Distilling LLMs for Edge Applications NAACL 2024 Efficiently Train ASR Models that Memorize Less and Perform Better with Per-core Clipping Interspeech 2024 Efficient Modality Selection in Multimodal Learning JMLR 2024 Efficient Model Stealing Defense with Noise Transition Matrix CVPR 2024 Efficient multi-prompt evaluation of LLMs NeurIPS 2024 Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters NeurIPS 2024 Efficient Neural Architecture Design via Capturing Architecture-Performance Joint Distribution AISTATS 2024