Cover Image

TernaryCLIP: Efficiently Compressing Vision-Language Models with Ternary Weights and Distilled Knowledge

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Shu-Hao, Tang, Wei-Cheng, Wu, Chen, Hu, Peng, Li, Nan, Zhang, Liang-Jie, Zhang, Qi, Zhang, Shao-Qun
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Efficient Ternary Weight Embedding Model: Bridging Scalability and Performance
by: Chen, Jiayi, et al.
Published: (2024)

MiniVLN: Efficient Vision-and-Language Navigation by Progressive Knowledge Distillation
by: Zhu, Junyou, et al.
Published: (2024)

Novel Superconducting Ternary Hydrides under High Pressure
by: Zhu, Bangshuai, et al.
Published: (2024)

CLIP-Map: Structured Matrix Mapping for Parameter-Efficient CLIP Compression
by: Zhang, Kangjie, et al.
Published: (2026)

TerDiT: Ternary Diffusion Models with Transformers
by: Lu, Xudong, et al.
Published: (2024)

CLIP-RD: Relative Distillation for Efficient CLIP Knowledge Distillation
by: Chung, Jeannie, et al.
Published: (2026)

Controlling the Third Component Distribution Toward High‐Efficient Ternary Organic Solar Cells
by: Yutong Zhang, et al.
Published: (2025)

Efficient Ternary Organic Solar Cells with Suppressed Nonradiative Recombination and Fine‐Tuned Morphology via IT‐4F as Guest Acceptor
by: Yang Zhang, et al.
Published: (2024)

Fe Single Atoms‐Induced Generation of Ternary PtCoFe Intermetallic Nanocrystals for Efficient Oxygen Reduction Catalysis
by: Fuhui Zhang, et al.
Published: (2025)

Controllable Exciton Diffusion Length and Ultrafast Charge Generation in Ternary Organic Solar Cells
by: Sixuan Cheng, et al.
Published: (2024)

EdgeRazor: A Lightweight Framework for Large Language Models via Mixed-Precision Quantization-Aware Distillation
by: Zhang, Shu-Hao, et al.
Published: (2026)

TODO: Enhancing LLM Alignment with Ternary Preferences
by: Guo, Yuxiang, et al.
Published: (2024)

Pedestrian Attribute Recognition via CLIP based Prompt Vision-Language Fusion
by: Wang, Xiao, et al.
Published: (2023)

High‐Performance Electrochemical Chloride Ion Storage with Hierarchical Ternary Metal Hydroxides for Sustainable Water Purification
by: Chun‐Miao Zhang, et al.
Published: (2025)

Wide‐Bandgap Polymers with a C(sp3)─F Polyfluoride Backbone Enable High‐Efficient Ternary Organic Solar Cells
by: Zhilong He, et al.
Published: (2024)

TernaryLLM: Ternarized Large Language Model
by: Chen, Tianqi, et al.
Published: (2024)

Tequila: Trapping-free Ternary Quantization for Large Language Models
by: Huang, Hong, et al.
Published: (2025)

Ternary Spike-based Neuromorphic Signal Processing System
by: Wang, Shuai, et al.
Published: (2024)

FTerViT: Fully Ternary Vision Transformer
by: Ruciński, Szymon, et al.
Published: (2026)

Bitnet.cpp: Efficient Edge Inference for Ternary LLMs
by: Wang, Jinheng, et al.
Published: (2025)

On Ternary Trees and Fighting Fish
by: Eu, Sen-Peng, et al.
Published: (2025)

Ternary quasifission in collisions of actinide nuclei
by: Zhang, D. D., et al.
Published: (2023)

An Organic Crystalline Ternary Pseudo‐Heterojunction with Contrasting Luminescent and Mechanical Properties Prepared by Thermotropic Phase Transition
by: Jianqun Qi, et al.
Published: (2025)

An Indacenodithienothiophene‐Based Wide Bandgap Small Molecule Guest for Efficient and Stable Ternary Organic Solar Cells
by: Chenyang Zhang, et al.
Published: (2024)

Enhancing Knowledge Distillation of Large Language Models through Efficient Multi-Modal Distribution Alignment
by: Peng, Tianyu, et al.
Published: (2024)

Ternary Associativity and Ternary Lie Algebra at Cube Root of Unity
by: Abramov, Viktor
Published: (2024)

KDFlow: A User-Friendly and Efficient Knowledge Distillation Framework for Large Language Models
by: Zhang, Songming, et al.
Published: (2026)

Ternary Inclusion Co‐Crystals for Efficient Photothermal Conversion and Solar‐Driven Water Evaporation
by: Ruotong Wang, et al.
Published: (2025)

Minimal Ternary Linear Codes from Vectorial Functions
by: Li, Yanjun, et al.
Published: (2024)

TeLLMe: An Energy-Efficient Ternary LLM Accelerator for Prefilling and Decoding on Edge FPGAs
by: Qiao, Ye, et al.
Published: (2025)

X-Distill: Cross-Architecture Vision Distillation for Visuomotor Learning
by: Shao, Maanping, et al.
Published: (2026)

Pre-trained Language Model and Knowledge Distillation for Lightweight Sequential Recommendation
by: Li, Li, et al.
Published: (2024)

Spatially Engineered Ternary Schottky/S‐Scheme Heterojunctions for Artificial Photosynthesis
by: Feiyan Xu, et al.
Published: (2025)

Spatially Engineered Ternary Schottky/S‐Scheme Heterojunctions for Artificial Photosynthesis
by: Feiyan Xu, et al.
Published: (2025)

Moderately Reconstructed Ternary Metal Nitride Nanoparticles for Highly Efficient and Robust Freshwater and Seawater Oxidation under Industrial Current Density
by: Shihao Wang, et al.
Published: (2024)

Design, Synthesis, and Evaluation of a Green Ternary Polymer Targeted Inhibitor for Asphaltene Dispersion in Oilfield Systems
by: Cheng Zhong, et al.
Published: (2025)

DDK: Distilling Domain Knowledge for Efficient Large Language Models
by: Liu, Jiaheng, et al.
Published: (2024)

Ternary PtCoSn Catalyst with Regulated Intermediates Adsorption for Efficient Ammonia Electrolysis
by: Congfu Dai, et al.
Published: (2025)

Ternary Copolymer as a High‐Temperature Viscosity Reducer for Water‐Based Drilling Fluids
by: Bojian Zhang, et al.
Published: (2025)

VisionCLIP: An Med-AIGC based Ethical Language-Image Foundation Model for Generalizable Retina Image Analysis
by: Wei, Hao, et al.
Published: (2024)