Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and Negatives
Fuente:
arXiv
Saved in:
| Main Authors: | Feng, Zhangchi, Zhang, Richong, Nie, Zhijie |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
QuRe: Query-Relevant Retrieval through Hard Negative Sampling in Composed Image Retrieval
by: Kwak, Jaehyun, et al.
Published: (2025)
by: Kwak, Jaehyun, et al.
Published: (2025)
Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive Learning
by: Nie, Zhijie, et al.
Published: (2024)
by: Nie, Zhijie, et al.
Published: (2024)
MELT: Improve Composed Image Retrieval via the Modification Frequentation-Rarity Balance Network
by: Qiu, Guozhi, et al.
Published: (2026)
by: Qiu, Guozhi, et al.
Published: (2026)
Scale Up Composed Image Retrieval Learning via Modification Text Generation
by: Zhou, Yinan, et al.
Published: (2025)
by: Zhou, Yinan, et al.
Published: (2025)
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning
by: He, Yuting, et al.
Published: (2025)
by: He, Yuting, et al.
Published: (2025)
FineCIR: Explicit Parsing of Fine-Grained Modification Semantics for Composed Image Retrieval
by: Li, Zixu, et al.
Published: (2025)
by: Li, Zixu, et al.
Published: (2025)
Enhancing Supervised Composed Image Retrieval via Reasoning-Augmented Representation Engineering
by: Li, Jun, et al.
Published: (2025)
by: Li, Jun, et al.
Published: (2025)
TMCIR: Token Merge Benefits Composed Image Retrieval
by: Wang, Chaoyang, et al.
Published: (2025)
by: Wang, Chaoyang, et al.
Published: (2025)
Decoupling Endpoint and Semantic Transition Learning for Zero-Shot Composed Image Retrieval
by: Liu, Mingyu, et al.
Published: (2026)
by: Liu, Mingyu, et al.
Published: (2026)
Dual Relation Alignment for Composed Image Retrieval
by: Jiang, Xintong, et al.
Published: (2023)
by: Jiang, Xintong, et al.
Published: (2023)
Contrastive CFG: Improving CFG in Diffusion Models by Contrasting Positive and Negative Concepts
by: Chang, Jinho, et al.
Published: (2024)
by: Chang, Jinho, et al.
Published: (2024)
A Comprehensive Survey on Composed Image Retrieval
by: Song, Xuemeng, et al.
Published: (2025)
by: Song, Xuemeng, et al.
Published: (2025)
FBCIR: Balancing Cross-Modal Focuses in Composed Image Retrieval
by: Zhao, Chenchen, et al.
Published: (2026)
by: Zhao, Chenchen, et al.
Published: (2026)
Bayesian Gated Non-Negative Contrastive Learning
by: Cui, Peng, et al.
Published: (2026)
by: Cui, Peng, et al.
Published: (2026)
Negative Prototypes Guided Contrastive Learning for WSOD
by: Zhang, Yu, et al.
Published: (2024)
by: Zhang, Yu, et al.
Published: (2024)
FashionMV: Product-Level Composed Image Retrieval with Multi-View Fashion Data
by: Yuan, Peng, et al.
Published: (2026)
by: Yuan, Peng, et al.
Published: (2026)
Enhancing Contrastive Learning for Retinal Imaging via Adjusted Augmentation Scales
by: Cheng, Zijie, et al.
Published: (2025)
by: Cheng, Zijie, et al.
Published: (2025)
Spherical Linear Interpolation and Text-Anchoring for Zero-shot Composed Image Retrieval
by: Jang, Young Kyun, et al.
Published: (2024)
by: Jang, Young Kyun, et al.
Published: (2024)
CSMCIR: CoT-Enhanced Symmetric Alignment with Memory Bank for Composed Image Retrieval
by: Qian, Zhipeng, et al.
Published: (2026)
by: Qian, Zhipeng, et al.
Published: (2026)
good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval
by: Kolouju, Pranavi, et al.
Published: (2025)
by: Kolouju, Pranavi, et al.
Published: (2025)
CaLa: Complementary Association Learning for Augmenting Composed Image Retrieval
by: Jiang, Xintong, et al.
Published: (2024)
by: Jiang, Xintong, et al.
Published: (2024)
FALCON: False-Negative Aware Learning of Contrastive Negatives in Vision-Language Alignment
by: Kim, Myunsoo, et al.
Published: (2025)
by: Kim, Myunsoo, et al.
Published: (2025)
DQE-CIR: Distinctive Query Embeddings through Learnable Attribute Weights and Target Relative Negative Sampling in Composed Image Retrieval
by: Park, Geon, et al.
Published: (2026)
by: Park, Geon, et al.
Published: (2026)
Visual Delta Generator with Large Multi-modal Models for Semi-supervised Composed Image Retrieval
by: Jang, Young Kyun, et al.
Published: (2024)
by: Jang, Young Kyun, et al.
Published: (2024)
EasyRAG: Efficient Retrieval-Augmented Generation Framework for Automated Network Operations
by: Feng, Zhangchi, et al.
Published: (2024)
by: Feng, Zhangchi, et al.
Published: (2024)
Mitigating Hallucinations on Object Attributes using Multiview Images and Negative Instructions
by: Tan, Zhijie, et al.
Published: (2025)
by: Tan, Zhijie, et al.
Published: (2025)
Enhancing Contrastive Learning for Geolocalization by Discovering Hard Negatives on Semivariograms
by: Chen, Boyi, et al.
Published: (2025)
by: Chen, Boyi, et al.
Published: (2025)
Composing Concepts from Images and Videos via Concept-prompt Binding
by: Kong, Xianghao, et al.
Published: (2025)
by: Kong, Xianghao, et al.
Published: (2025)
Stochastic Resonance Improves the Detection of Low Contrast Images in Deep Learning Models
by: Ludwig, Siegfried
Published: (2025)
by: Ludwig, Siegfried
Published: (2025)
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing
by: Kim, Jaeill, et al.
Published: (2024)
by: Kim, Jaeill, et al.
Published: (2024)
FixCLR: Negative-Class Contrastive Learning for Semi-Supervised Domain Generalization
by: Son, Ha Min, et al.
Published: (2025)
by: Son, Ha Min, et al.
Published: (2025)
Composed Vision-Language Retrieval for Skin Cancer Case Search via Joint Alignment of Global and Local Representations
by: Wang, Yuheng, et al.
Published: (2026)
by: Wang, Yuheng, et al.
Published: (2026)
Masked Contrastive Reconstruction for Cross-modal Medical Image-Report Retrieval
by: Wei, Zeqiang, et al.
Published: (2023)
by: Wei, Zeqiang, et al.
Published: (2023)
DetailFusion: A Dual-branch Framework with Detail Enhancement for Composed Image Retrieval
by: Yang, Yuxin, et al.
Published: (2025)
by: Yang, Yuxin, et al.
Published: (2025)
Bayesian Exploration of Pre-trained Models for Low-shot Image Classification
by: Miao, Yibo, et al.
Published: (2024)
by: Miao, Yibo, et al.
Published: (2024)
Contrastive Learning Guided Latent Diffusion Model for Image-to-Image Translation
by: Si, Qi, et al.
Published: (2025)
by: Si, Qi, et al.
Published: (2025)
A Multihead Continual Learning Framework for Fine-Grained Fashion Image Retrieval with Contrastive Learning and Exponential Moving Average Distillation
by: Xiao, Ling, et al.
Published: (2026)
by: Xiao, Ling, et al.
Published: (2026)
A Framework For Image Synthesis Using Supervised Contrastive Learning
by: Liu, Yibin, et al.
Published: (2024)
by: Liu, Yibin, et al.
Published: (2024)
PrimeComposer: Faster Progressively Combined Diffusion for Image Composition with Attention Steering
by: Wang, Yibin, et al.
Published: (2024)
by: Wang, Yibin, et al.
Published: (2024)
Look Before You Fuse: 2D-Guided Cross-Modal Alignment for Robust 3D Detection
by: Li, Xiang, et al.
Published: (2025)
by: Li, Xiang, et al.
Published: (2025)
Similar Items
-
QuRe: Query-Relevant Retrieval through Hard Negative Sampling in Composed Image Retrieval
by: Kwak, Jaehyun, et al.
Published: (2025) -
Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive Learning
by: Nie, Zhijie, et al.
Published: (2024) -
MELT: Improve Composed Image Retrieval via the Modification Frequentation-Rarity Balance Network
by: Qiu, Guozhi, et al.
Published: (2026) -
Scale Up Composed Image Retrieval Learning via Modification Text Generation
by: Zhou, Yinan, et al.
Published: (2025) -
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning
by: He, Yuting, et al.
Published: (2025)