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Model Compression

1503 directly classified papers

Papers per year

Papers

Breaking through Deterministic Barriers: Randomized Pruning Mask Generation and Selection EMNLP 2023
Treepiece: Faster Semantic Parsing via Tree Tokenization EMNLP 2023
UGC: Unified GAN Compression for Efficient Image-to-Image Translation ICCV 2023
SHARCS: Efficient Transformers Through Routing with Dynamic Width Sub-networks EMNLP 2023
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction EMNLP 2023
EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization ICCV 2023
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation ICCV 2023
RFD-ECNet: Extreme Underwater Image Compression with Reference to Feature Dictionary ICCV 2023
BT^2: Backward-compatible Training with Basis Transformation ICCV 2023
Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation EMNLP 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefix EMNLP 2023
Resilient Binary Neural Network AAAI 2023
Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism AAAI 2023
Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction AAAI 2023
Can We Find Strong Lottery Tickets in Generative Models? AAAI 2023
CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness AAAI 2023
AD-TUNING: An Adaptive CHILD-TUNING Approach to Efficient Hyperparameter Optimization of Child Networks for Speech Processing Tasks in the SUPERB Benchmark INTERSPEECH 2023
Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters INTERSPEECH 2023
Model Compression for DNN-based Speaker Verification Using Weight Quantization INTERSPEECH 2023
DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model INTERSPEECH 2023
Mixture-of-Expert Conformer for Streaming Multilingual ASR INTERSPEECH 2023
Lossless 4-bit Quantization of Architecture Compressed Conformer ASR Systems on the 300-hr Switchboard Corpus INTERSPEECH 2023
GPU-accelerated Guided Source Separation for Meeting Transcription INTERSPEECH 2023
Parameter-Efficient Learning for Text-to-Speech Accent Adaptation INTERSPEECH 2023
2-bit Conformer quantization for automatic speech recognition INTERSPEECH 2023