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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1,020

1,828

2,498

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6,422

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Papers (including subtopics)

Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications ICML 2024 Sparser, Better, Deeper, Stronger: Improving Static Sparse Training with Exact Orthogonal Initialization ICML 2024 Sparsest Models Elude Pruning: An Exposé of Pruning’s Current Capabilities ICML 2024 SparseTSF: Modeling Long-term Time Series Forecasting with *1k* Parameters ICML 2024 SparseWAV: Fast and Accurate One-Shot Unstructured Pruning for Large Speech Foundation Models Interspeech 2024 SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors NeurIPS 2024 SpatialRGPT: Grounded Spatial Reasoning in Vision-Language Models NeurIPS 2024 Spatial-Temporal Augmentation for Crime Prediction (Student Abstract) AAAI 2024 SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities CVPR 2024 Spatio-Temporal Approximation: A Training-Free SNN Conversion for Transformers ICLR 2024 Speaker Change Detection with Weighted-sum Knowledge Distillation based on Self-supervised Pre-trained Models Interspeech 2024 Speaker Personalization for Automatic Speech Recognition using Weight-Decomposed Low-Rank Adaptation Interspeech 2024 Speaking of Health: Leveraging Large Language Models to assess Exercise Motivation and Behavior of Rehabilitation Patients Interspeech 2024 Spear: Evaluate the Adversarial Robustness of Compressed Neural Models IJCAI 2024 SPEAR: Exact Gradient Inversion of Batches in Federated Learning NeurIPS 2024 SpecExec: Massively Parallel Speculative Decoding For Interactive LLM Inference on Consumer Devices NeurIPS 2024 SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding EMNLP 2024 Specializing Self-Supervised Speech Representations for Speaker Segmentation Interspeech 2024 Spectral Adapter: Fine-Tuning in Spectral Space NeurIPS 2024 Spectral-Based Graph Neural Networks for Complementary Item Recommendation AAAI 2024 Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees NeurIPS 2024 Spectroformer: Multi-Domain Query Cascaded Transformer Network for Underwater Image Enhancement WACV 2024 Speculative Contrastive Decoding ACL 2024 Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism ACL 2024 Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration NeurIPS 2024