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awesome-visual-grounding's Introduction

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2D Visual Grounding

Semi-Supervised Learning

CVPR 2023 🎐RefTeacher: A Strong Baseline for Semi-Supervised Referring Expression Comprehension🎐
ACM MM 2023 🎐Semi-Supervised Panoptic Narrative Grounding🎐

Weakly-Supervised Learning

CVPR 2023 🎐RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension🎐

ICCV 2021 🎐MDETR-modulated detection for end-to-end multi-modal understanding🎐

3D Visual Grounding

CVPR 2020 🎐Scanrefer: 3d object localization in rgb-d scans using natural language🎐
ECCV 2020 Oral 🎐Referit3d: Neural listeners for fine-grained 3d object identification in real-world scenes🎐

ICCV 2023 🎐3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment🎐

CVPR 2023 🎐NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations🎐
CVPR 2024 🎐Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding🎐
CVPR 2024 🎐Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learners🎐
CVPR 2024 🎐LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning🎐

AAAI 2023 Oral 🎐Language-Assisted 3D Feature Learning for Semantic Scene Understanding🎐
CVPR 2024 🎐G3-LQ: Marrying Hyperbolic Alignment with Explicit Semantic-Geometric Modeling for 3D Visual Grounding🎐

ICCV 2021 🎐Free-form description guided 3d visual graph network for object grounding in point cloud🎐

ACM MM 2021 🎐Transrefer3d: Entity-and-relation aware transformer for fine-grained 3d visual grounding🎐
ICCV 2021 🎐3DVG-Transformer: Relation modeling for visual grounding on point clouds🎐
CoRL 2021 🎐Languagerefer: Spatial-language model for 3d visual grounding🎐
CVPR 2024 🎐MiKASA: Multi-Key-Anchor & Scene-Aware Transformer for 3D Visual Grounding🎐

CVPR 2022 Oral 🎐3D-SPS: Single-stage 3d visual grounding via referred point progressive selection🎐
ECCV 2022 🎐BUTD-DETR: Bottom Up Top Down Detection Transformers for Language Grounding in Images and Point Clouds🎐
EMNLP 2023 🎐3DRP-Net: 3D Relative Position-aware Network for 3D Visual Grounding🎐
CVPR 2023 🎐EDA: Explicit Text-Decoupling and Dense Alignment for 3D Visual Grounding🎐

ICCV 2021 🎐SAT: 2d semantics assisted training for 3d visual grounding🎐
CVPR 2022 🎐X-Trans2Cap: Cross-Modal Knowledge Transfer using Transformer for 3D Dense Captioning🎐
NIPS 2022 🎐Look Around and Refer: 2D Synthetic Semantics Knowledge Distillation for 3D Visual Grounding🎐
CVPR 2024 🎐Towards CLIP-driven Language-free 3D Visual Grounding via 2D-3D Relational Enhancement and Consistency🎐

CVPR 2022 🎐Multi-view transformer for 3d visual grounding🎐
ICCV 2023 🎐ViewRefer: Grasp the Multi-view Knowledge for 3D Visual Grounding with GPT and Prototype Guidance🎐

AAAI 2021 Text-Guided Graph Neural Networks for Referring 3D Instance Segmentation
ICCV 2021 InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring
ICCV 2023 workshop Three Ways to Improve Verbo-visual Fusion for Dense 3D Visual Grounding

NIPS 2022 🎐Language Conditioned Spatial Relation Reasoning for 3D Object Grounding🎐
CVPR 2024 🎐Multi-Attribute Interactions Matter for 3D Visual Grounding🎐

ICCV 2023 🎐WS-3DVG: Distilling Coarse-to-Fine Semantic Matching Knowledge for Weakly Supervised 3D Visual Grounding 🎐

ACM MM 2023 🎐Dense Object Grounding in 3D Scenes🎐

Arxiv 2022.07 🎐Toward Fine-Grained 3D Visual Grounding through Referring Textual Phrases🎐

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