【CVPR 2024】Day4 PM 気になったpaperたち

CVPR 2024 Day4 PMで気になったpaperを羅列。
後から忘れないようにするためのメモ的立ち位置。
詳しく知りたいものは後日paperを読む予定。

## multimodal

### Text2Loc: 3D Point Cloud Localization from Natural Language
[https://cvpr.thecvf.com/virtual/2024/poster/29628](https://cvpr.thecvf.com/virtual/2024/poster/29628)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/29628.png?t=1716781664.1188262)

### MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training
[https://cvpr.thecvf.com/virtual/2024/poster/30022](https://cvpr.thecvf.com/virtual/2024/poster/30022)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/30022.png?t=1718402790.003817)

### Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions
[https://cvpr.thecvf.com/virtual/2024/poster/31839](https://cvpr.thecvf.com/virtual/2024/poster/31839)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/31839.png?t=1717437282.002464)

### Harnessing Large Language Models for Training-free Video Anomaly Detection
[https://cvpr.thecvf.com/virtual/2024/poster/29246](https://cvpr.thecvf.com/virtual/2024/poster/29246)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/29246.png?t=1717335266.1033633)

### Streaming Dense Video Captioning
[https://cvpr.thecvf.com/virtual/2024/poster/31433](https://cvpr.thecvf.com/virtual/2024/poster/31433)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/31433.png?t=1717441640.601489)

### Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping
[https://cvpr.thecvf.com/virtual/2024/poster/30320](https://cvpr.thecvf.com/virtual/2024/poster/30320)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/30320.png?t=1715712600.5393164)

### LLMs are Good Sign Language Translators
[https://cvpr.thecvf.com/virtual/2024/poster/30247](https://cvpr.thecvf.com/virtual/2024/poster/30247)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/30247.png?t=1717163710.0395494)

### VideoLLM-online: Online Video Large Language Model for Streaming Video
[https://cvpr.thecvf.com/virtual/2024/poster/29835](https://cvpr.thecvf.com/virtual/2024/poster/29835)
training
![The training method in our LIVE framework](https://cdn.bytez.com/mobilePapers/v2/cvpr/29835/images/5-0.png)
inference
![Inference pipeline in our LIVE framework](https://cdn.bytez.com/mobilePapers/v2/cvpr/29835/images/5-1.png)

### RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation
[https://cvpr.thecvf.com/virtual/2024/poster/29730](https://cvpr.thecvf.com/virtual/2024/poster/29730)
task definition (semantic audio-visual navigation)
![task](https://cdn.bytez.com/mobilePapers/v2/cvpr/29730/images/0-0.png)
architecture
![architecture](https://cdn.bytez.com/mobilePapers/v2/cvpr/29730/images/2-0.png)

### SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection
[https://cvpr.thecvf.com/virtual/2024/poster/31092](https://cvpr.thecvf.com/virtual/2024/poster/31092)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/31092.png?t=1717142915.603719)



## その他

### EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything
[https://cvpr.thecvf.com/virtual/2024/poster/30131](https://cvpr.thecvf.com/virtual/2024/poster/30131)
![overview](https://cdn.bytez.com/mobilePapers/v2/cvpr/30131/images/3-0.png)

### PEM: Prototype-based Efficient MaskFormer for Image Segmentation
[https://cvpr.thecvf.com/virtual/2024/poster/30870](https://cvpr.thecvf.com/virtual/2024/poster/30870)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/30870.png?t=1717589528.0557687)

### Extreme Point Supervised Instance Segmentation
[https://cvpr.thecvf.com/virtual/2024/poster/30370](https://cvpr.thecvf.com/virtual/2024/poster/30370)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/30370.png?t=1718248790.712273)

### Looking 3D: Anomaly Detection with 2D-3D Alignment
[https://cvpr.thecvf.com/virtual/2024/poster/31190](https://cvpr.thecvf.com/virtual/2024/poster/31190)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/31190.png?t=1717439885.4040265)

### VSRD: Instance-Aware Volumetric Silhouette Rendering for Weakly Supervised 3D Object Detection
[https://cvpr.thecvf.com/virtual/2024/poster/31171](https://cvpr.thecvf.com/virtual/2024/poster/31171)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/31171.png?t=1717307027.8374429)

### Supervised Anomaly Detection for Complex Industrial Images
[https://cvpr.thecvf.com/virtual/2024/poster/30567](https://cvpr.thecvf.com/virtual/2024/poster/30567)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/30567.png?t=1717083308.204532)

### PELA: Learning Parameter-Efficient Models with Low-Rank Approximation
[https://cvpr.thecvf.com/virtual/2024/poster/30829](https://cvpr.thecvf.com/virtual/2024/poster/30829)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/30829.png?t=1714185530.7411966)

### Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts
[https://cvpr.thecvf.com/virtual/2024/poster/31830](https://cvpr.thecvf.com/virtual/2024/poster/31830)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/31830.png?t=1718409540.1950858)

### Multi-Task Dense Prediction via Mixture of Low-Rank Experts
[https://cvpr.thecvf.com/virtual/2024/poster/29418](https://cvpr.thecvf.com/virtual/2024/poster/29418)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/29418.png?t=1717300242.5697389)

### Matching Anything by Segmenting Anything
[https://cvpr.thecvf.com/virtual/2024/poster/29590](https://cvpr.thecvf.com/virtual/2024/poster/29590)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/29590.png?t=1717456006.3308516)

### YOLO-World: Real-Time Open-Vocabulary Object Detection
[https://cvpr.thecvf.com/virtual/2024/poster/30009](https://cvpr.thecvf.com/virtual/2024/poster/30009)
![poster](https://cvpr.thecvf.com/media/PosterPDFs/CVPR%202024/30009.png?t=1717297681.2603958)