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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330

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1,020

1,828

2,498

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6,422

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1,666

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Papers (including subtopics)

Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference EACL 2024 Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup ACL 2024 Sound of Traffic: A Dataset for Acoustic Traffic Identification and Counting Interspeech 2024 Sound of Vision: Audio Generation from Visual Text Embedding through Training Domain Discriminator Interspeech 2024 Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases NeurIPS 2024 Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose Estimation ICLR 2024 Source-free Domain Adaptation for Aspect-based Sentiment Analysis COLING 2024 Source-Free Domain Adaptation with Frozen Multimodal Foundation Model CVPR 2024 Source-Free Domain-Invariant Performance Prediction ECCV 2024 Source-Free Unsupervised Domain Adaptation for Question Answering via Prompt-Assisted Self-learning NAACL 2024 Source-Guided Similarity Preservation for Online Person Re-Identification WACV 2024 SpaceByte: Towards Deleting Tokenization from Large Language Modeling NeurIPS 2024 Space Group Constrained Crystal Generation ICLR 2024 SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead NeurIPS 2024 SparQ Attention: Bandwidth-Efficient LLM Inference ICML 2024 Sparse Bayesian Deep Learning for Cross Domain Medical Image Reconstruction AAAI 2024 Sparse Binarization for Fast Keyword Spotting Interspeech 2024 Sparse Cocktail: Every Sparse Pattern Every Sparse Ratio All At Once ICML 2024 Sparse Dimensionality Reduction Revisited ICML 2024 Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation AAAI 2024 SparseFlow: Accelerating Transformers by Sparsifying Information Flows ACL 2024 Sparse High Rank Adapters NeurIPS 2024 Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency ICML 2024 SparseLLM: Towards Global Pruning of Pre-trained Language Models NeurIPS 2024 Sparse maximal update parameterization: A holistic approach to sparse training dynamics NeurIPS 2024