Review for NeurIPS paper: RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder
–Neural Information Processing Systems
Weaknesses: - While the overall performance is strong, the reviewer is not excited about the technical novelty. The good performance feels like from putting existing output modalities together. Training cornernet/ centernet in an FPN structure is new, but this part is not well explained in the paper: what is the training loss for the point head? Is that the CornerNet-style focal loss or standard cross-entropy? How to assign different points to different FPN levels?
Neural Information Processing Systems
Jan-27-2025, 00:28:42 GMT
- Technology:
- Information Technology
- Artificial Intelligence > Vision (0.44)
- Data Science (0.40)
- Information Technology