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product quantization

51 papers

PQ

Papers

APEX-Q: Arbitrary-dimension Product-EXtension Quantization for Accelerated LLM Deployment (Student Abstract) AAAI 2026 Patch-wise Retrieval: A Bag of Practical Techniques for Instance-level Matching WACV 2026 Simple but Effective Triplet-Based Compression Strategies for Compact Visual Localization CVPR 2026 Breaking Token Into Concepts: Exploring Extreme Compression in Token Representation Via Compositional Shared Semantics EMNLP 2025 ImageFolder: Autoregressive Image Generation with Folded Tokens ICLR 2025 Memory-Efficient Generative Models via Product Quantization ICCV 2025 ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning EMNLP 2024 Differentiable Product Quantization for Memory Efficient Camera Relocalization ECCV 2024 Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization AAAI 2024 HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval AAAI 2024 LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search NeurIPS 2024 QDFormer: Towards Robust Audiovisual Segmentation in Complex Environments with Quantization-based Semantic Decomposition CVPR 2024 Towards Variable and Coordinated Holistic Co-Speech Motion Generation CVPR 2024 Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2023 Query-Aware Quantization for Maximum Inner Product Search AAAI 2023 Unleashing the Full Potential of Product Quantization for Large-Scale Image Retrieval NeurIPS 2023 Anisotropic Additive Quantization for Fast Inner Product Search AAAI 2022 Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization EMNLP 2022 Givens Coordinate Descent Methods for Rotation Matrix Learning in Trainable Embedding Indexes ICLR 2022 Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2022 Matching-oriented Embedding Quantization For Ad-hoc Retrieval EMNLP 2021 Product Quantizer Aware Inverted Index for Scalable Nearest Neighbor Search ICCV 2021 Self-Supervised Product Quantization for Deep Unsupervised Image Retrieval ICCV 2021 Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval EMNLP 2021 Adversarial Attack on Deep Product Quantization Network for Image Retrieval AAAI 2020