CLCE: An Approach to Refining Cross-Entropy and Contrastive Learning for Optimized Learning Fusion
Fuente:
arXiv
Saved in:
| Main Authors: | Long, Zijun, Killick, George, Zhuang, Lipeng, Aragon-Camarasa, Gerardo, Meng, Zaiqiao, Mccreadie, Richard |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Understanding and Mitigating Human-Labelling Errors in Supervised Contrastive Learning
by: Long, Zijun, et al.
Published: (2024)
by: Long, Zijun, et al.
Published: (2024)
LaCViT: A Label-aware Contrastive Fine-tuning Framework for Vision Transformers
by: Long, Zijun, et al.
Published: (2023)
by: Long, Zijun, et al.
Published: (2023)
RoboLLM: Robotic Vision Tasks Grounded on Multimodal Large Language Models
by: Long, Zijun, et al.
Published: (2023)
by: Long, Zijun, et al.
Published: (2023)
Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval
by: Long, Zijun, et al.
Published: (2025)
by: Long, Zijun, et al.
Published: (2025)
MultiWay-Adapater: Adapting large-scale multi-modal models for scalable image-text retrieval
by: Long, Zijun, et al.
Published: (2023)
by: Long, Zijun, et al.
Published: (2023)
Is Training Necessary for Anomaly Detection?
by: Zhang, Xingwu, et al.
Published: (2026)
by: Zhang, Xingwu, et al.
Published: (2026)
ADaFuSE: Adaptive Diffusion-generated Image and Text Fusion for Interactive Text-to-Image Retrieval
by: Zhang, Zhuocheng, et al.
Published: (2026)
by: Zhang, Zhuocheng, et al.
Published: (2026)
CFIR: Fast and Effective Long-Text To Image Retrieval for Large Corpora
by: Long, Zijun, et al.
Published: (2024)
by: Long, Zijun, et al.
Published: (2024)
Flat'n'Fold: A Diverse Multi-Modal Dataset for Garment Perception and Manipulation
by: Zhuang, Lipeng, et al.
Published: (2024)
by: Zhuang, Lipeng, et al.
Published: (2024)
A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning
by: Wu, Chengzhi, et al.
Published: (2025)
by: Wu, Chengzhi, et al.
Published: (2025)
3D-ADAM: A Dataset for 3D Anomaly Detection in Additive Manufacturing
by: McHard, Paul, et al.
Published: (2025)
by: McHard, Paul, et al.
Published: (2025)
Global Prompt Refinement with Non-Interfering Attention Masking for One-Shot Federated Learning
by: Qi, Zhuang, et al.
Published: (2025)
by: Qi, Zhuang, et al.
Published: (2025)
DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging
by: Liu, Zhu, et al.
Published: (2025)
by: Liu, Zhu, et al.
Published: (2025)
InFusionSurf: Refining Neural RGB-D Surface Reconstruction Using Per-Frame Intrinsic Refinement and TSDF Fusion Prior Learning
by: Lee, Seunghwan, et al.
Published: (2023)
by: Lee, Seunghwan, et al.
Published: (2023)
Parkinson's Disease Classification Using Contrastive Graph Cross-View Learning with Multimodal Fusion of SPECT Images and Clinical Features
by: Ding, Jun-En, et al.
Published: (2023)
by: Ding, Jun-En, et al.
Published: (2023)
Skeleton-Snippet Contrastive Learning with Multiscale Feature Fusion for Action Localization
by: Cheng, Qiushuo, et al.
Published: (2025)
by: Cheng, Qiushuo, et al.
Published: (2025)
Personalized Federated Learning via Dual-Prompt Optimization and Cross Fusion
by: Zhang, Yuguang, et al.
Published: (2025)
by: Zhang, Yuguang, et al.
Published: (2025)
Cross-Stain Contrastive Learning for Paired Immunohistochemistry and Histopathology Slide Representation Learning
by: Zhang, Yizhi, et al.
Published: (2025)
by: Zhang, Yizhi, et al.
Published: (2025)
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition
by: Li, Yufei, et al.
Published: (2025)
by: Li, Yufei, et al.
Published: (2025)
Learning Contrastive Multimodal Fusion with Improved Modality Dropout for Disease Detection and Prediction
by: Gu, Yi, et al.
Published: (2025)
by: Gu, Yi, et al.
Published: (2025)
Multi-Level CLS Token Fusion for Contrastive Learning in Endoscopy Image Classification
by: Nguyen, Y Hop, et al.
Published: (2025)
by: Nguyen, Y Hop, et al.
Published: (2025)
Lightweight Cross-Spectral Face Recognition via Contrastive Alignment and Distillation
by: George, Anjith, et al.
Published: (2026)
by: George, Anjith, et al.
Published: (2026)
Cross-domain EEG-based Emotion Recognition with Contrastive Learning
by: Yan, Rui, et al.
Published: (2025)
by: Yan, Rui, et al.
Published: (2025)
Contrastive Desensitization Learning for Cross Domain Face Forgery Detection
by: Qiu, Lingyu, et al.
Published: (2025)
by: Qiu, Lingyu, et al.
Published: (2025)
Cross-Age Contrastive Learning for Age-Invariant Face Recognition
by: Wang, Haoyi, et al.
Published: (2023)
by: Wang, Haoyi, et al.
Published: (2023)
Language-Depth Navigated Thermal and Visible Image Fusion
by: Zhang, Jinchang, et al.
Published: (2025)
by: Zhang, Jinchang, et al.
Published: (2025)
PhysioSync: Temporal and Cross-Modal Contrastive Learning Inspired by Physiological Synchronization for EEG-Based Emotion Recognition
by: Cui, Kai, et al.
Published: (2025)
by: Cui, Kai, et al.
Published: (2025)
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning
by: Yang, Yi, et al.
Published: (2024)
by: Yang, Yi, et al.
Published: (2024)
UrbanFusion: Stochastic Multimodal Fusion for Contrastive Learning of Robust Spatial Representations
by: Mühlematter, Dominik J., et al.
Published: (2025)
by: Mühlematter, Dominik J., et al.
Published: (2025)
Instruct-CLIP: Improving Instruction-Guided Image Editing with Automated Data Refinement Using Contrastive Learning
by: Chen, Sherry X., et al.
Published: (2025)
by: Chen, Sherry X., et al.
Published: (2025)
Contrastive Learning-Driven Traffic Sign Perception: Multi-Modal Fusion of Text and Vision
by: Lu, Qiang, et al.
Published: (2025)
by: Lu, Qiang, et al.
Published: (2025)
CrossVideo: Self-supervised Cross-modal Contrastive Learning for Point Cloud Video Understanding
by: Liu, Yunze, et al.
Published: (2024)
by: Liu, Yunze, et al.
Published: (2024)
Where Does Vision Meet Language? Understanding and Refining Visual Fusion in MLLMs via Contrastive Attention
by: Song, Shezheng, et al.
Published: (2026)
by: Song, Shezheng, et al.
Published: (2026)
DetRefiner: Model-Agnostic Detection Refinement with Feature Fusion Transformer
by: Okazaki, Soichiro, et al.
Published: (2026)
by: Okazaki, Soichiro, et al.
Published: (2026)
LIDIA: Precise Liver Tumor Diagnosis on Multi-Phase Contrast-Enhanced CT via Iterative Fusion and Asymmetric Contrastive Learning
by: Huang, Wei, et al.
Published: (2024)
by: Huang, Wei, et al.
Published: (2024)
Sparse CLIP: Co-Optimizing Interpretability and Performance in Contrastive Learning
by: Qin, Chuan, et al.
Published: (2026)
by: Qin, Chuan, et al.
Published: (2026)
Task-Generalized Adaptive Cross-Domain Learning for Multimodal Image Fusion
by: Wang, Mengyu, et al.
Published: (2025)
by: Wang, Mengyu, et al.
Published: (2025)
Fusion in Your Way: Aligning Image Fusion with Heterogeneous Demands via Direct Preference Optimization
by: Su, Weijian, et al.
Published: (2026)
by: Su, Weijian, et al.
Published: (2026)
CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion
by: Liu, Bingyi, et al.
Published: (2026)
by: Liu, Bingyi, et al.
Published: (2026)
Learning by Erasing: Conditional Entropy based Transferable Out-Of-Distribution Detection
by: Xing, Meng, et al.
Published: (2022)
by: Xing, Meng, et al.
Published: (2022)
Similar Items
-
Understanding and Mitigating Human-Labelling Errors in Supervised Contrastive Learning
by: Long, Zijun, et al.
Published: (2024) -
LaCViT: A Label-aware Contrastive Fine-tuning Framework for Vision Transformers
by: Long, Zijun, et al.
Published: (2023) -
RoboLLM: Robotic Vision Tasks Grounded on Multimodal Large Language Models
by: Long, Zijun, et al.
Published: (2023) -
Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval
by: Long, Zijun, et al.
Published: (2025) -
MultiWay-Adapater: Adapting large-scale multi-modal models for scalable image-text retrieval
by: Long, Zijun, et al.
Published: (2023)