Cover Image

No Captions, No Problem: Captionless 3D-CLIP Alignment with Hard Negatives via CLIP Knowledge and LLMs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sbrolli, Cristian, Matteucci, Matteo
Format:	Preprint
Published:	2024
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

Can Shape-Infused Joint Embeddings Improve Image-Conditioned 3D Diffusion?
by: Sbrolli, Cristian, et al.
Published: (2024)

Auto-Comp: An Automated Pipeline for Scalable Compositional Probing of Contrastive Vision-Language Models
by: Sbrolli, Cristian, et al.
Published: (2026)

SCENEFORGE: Enhancing 3D-text alignment with Structured Scene Compositions
by: Sbrolli, Cristian, et al.
Published: (2025)

Your Image Generator Is Your New Private Dataset
by: Resmini, Nicolo, et al.
Published: (2025)

PolyGen: Fully Synthetic Vision-Language Training via Multi-Generator Ensembles
by: Brusini, Leonardo, et al.
Published: (2026)

Neuro-Symbolic Scene Graph Conditioning for Synthetic Image Dataset Generation
by: Savazzi, Giacomo, et al.
Published: (2025)

TNG-CLIP:Training-Time Negation Data Generation for Negation Awareness of CLIP
by: Cai, Yuliang, et al.
Published: (2025)

VeCLIP: Improving CLIP Training via Visual-enriched Captions
by: Lai, Zhengfeng, et al.
Published: (2023)

Parrot Captions Teach CLIP to Spot Text
by: Lin, Yiqi, et al.
Published: (2023)

Updating CLIP to Prefer Descriptions Over Captions
by: Zur, Amir, et al.
Published: (2024)

Omni-NegCLIP: Enhancing CLIP with Front-Layer Contrastive Fine-Tuning for Comprehensive Negation Understanding
by: Xu, Jingqi
Published: (2026)

Enhancing Compositional Reasoning in CLIP via Reconstruction and Alignment of Text Descriptions
by: Kwon, Jihoon, et al.
Published: (2025)

Captured by Captions: On Memorization and its Mitigation in CLIP Models
by: Wang, Wenhao, et al.
Published: (2025)

FG-CLIP: Fine-Grained Visual and Textual Alignment
by: Xie, Chunyu, et al.
Published: (2025)

Explaining Caption-Image Interactions in CLIP Models with Second-Order Attributions
by: Möller, Lucas, et al.
Published: (2024)

Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization
by: Moratelli, Nicholas, et al.
Published: (2024)

Beyond CLIP: Knowledge-Enhanced Multimodal Transformers for Cross-Modal Alignment in Diabetic Retinopathy Diagnosis
by: Samanta, Argha Kamal, et al.
Published: (2025)

TriCLIP-3D: A Unified Parameter-Efficient Framework for Tri-Modal 3D Visual Grounding based on CLIP
by: Li, Fan, et al.
Published: (2025)

Geometry-Aware CLIP Retrieval via Local Cross-Modal Alignment and Steering
by: Prakash, Nirmalendu, et al.
Published: (2026)

AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP
by: Ma, Wenxin, et al.
Published: (2025)

SmartCLIP: Modular Vision-language Alignment with Identification Guarantees
by: Xie, Shaoan, et al.
Published: (2025)

AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection
by: Gao, Bin-Bin, et al.
Published: (2025)

DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding
by: Wang, Zhu, et al.
Published: (2025)

LatteCLIP: Unsupervised CLIP Fine-Tuning via LMM-Synthetic Texts
by: Cao, Anh-Quan, et al.
Published: (2024)

CLIPin: A Non-contrastive Plug-in to CLIP for Multimodal Semantic Alignment
by: Yang, Shengzhu, et al.
Published: (2025)

Beyond Pedestrians: Caption-Guided CLIP Framework for High-Difficulty Video-based Person Re-Identification
by: Hamano, Shogo, et al.
Published: (2026)

Knowledge-Base based Semantic Image Transmission Using CLIP
by: Li, Chongyang, et al.
Published: (2025)

microCLIP: Unsupervised CLIP Adaptation via Coarse-Fine Token Fusion for Fine-Grained Image Classification
by: Silva, Sathira, et al.
Published: (2025)

CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling
by: Zhang, Jihai, et al.
Published: (2024)

CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding
by: Zhou, Qiongyi, et al.
Published: (2024)

DiffCLIP: Differential Attention Meets CLIP
by: Hammoud, Hasan Abed Al Kader, et al.
Published: (2025)

CLIP-based Synergistic Knowledge Transfer for Text-based Person Retrieval
by: Liu, Yating, et al.
Published: (2023)

A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation
by: Wang, Zhengbo, et al.
Published: (2024)

Federated Knowledge Recycling: Privacy-Preserving Synthetic Data Sharing
by: Lomurno, Eugenio, et al.
Published: (2024)

CLIP-DQA: Blindly Evaluating Dehazed Images from Global and Local Perspectives Using CLIP
by: Zeng, Yirui, et al.
Published: (2025)

FoCLIP: A Feature-Space Misalignment Framework for CLIP-Based Image Manipulation and Detection
by: Chen, Yulin, et al.
Published: (2025)

CEIA: CLIP-Based Event-Image Alignment for Open-World Event-Based Understanding
by: Xu, Wenhao, et al.
Published: (2024)

CountCLIP -- [Re] Teaching CLIP to Count to Ten
by: Mestha, Harshvardhan, et al.
Published: (2024)

FineLIP: Extending CLIP's Reach via Fine-Grained Alignment with Longer Text Inputs
by: Asokan, Mothilal, et al.
Published: (2025)

Interpreting CLIP's Image Representation via Text-Based Decomposition
by: Gandelsman, Yossi, et al.
Published: (2023)