本文将介绍我们近期被CVPR 2022接收的工作, “GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning ”。 Paper:GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning Code:https://github.com/MediaBrain-SJTU/GroupNet. 智...
2. Encoder 通过 self-attention 建模全局关系对 feature 进行增强; 3. Decoder 主要包含 self-attention 和 cross-attention。Decoder 的输入是若干 query,每个 query 会负责一个物体的预测(或者预测为“空”)。Decoder self-attention 会在不同 query 之间进行交互,从而实现 NMS 的效果。Query 通过 cross-attention...
Paper tables with annotated results for Cross Group Attention and Group-wise Rolling for Multimodal Medical Image Synthesis
but it has limitations in explicitly modeling long-term dependencies. Transformer has the ability to capture long-term relevance through its internal self-attention. However, Transformer is committed to modeling the correlation of all elements, but its awareness of local foreground information is not s...
The CEO of Scale.ai said that DeepSeek has 50,000 chips, but that is definitely not reality. According to public information, DeepSeek had 10,000 old A100 chips and possibly 3,000 H800 cards before the ban. DeepSeek pays great attention to compliance and has not purchased any non-compli...
python run_experiment.py --config.dataset rotMNIST --config.model p4sa --config.norm_type LayerNorm --config.attention_type Local --config.activation_function Swish --config.patch_size 9 --config.dropout_att 0.1 --config.dropout_values 0.1 --config.whitening_scale 1.41421356 --config.epochs ...
Quantized Attention that achieves speedups of 2.1-3.1x and 2.7-5.1x compared to FlashAttention2 and xformers, respectively, without lossing end-to-end metrics across various models. Cuda94858 aresaresPublic A Python library for adversarial machine learning focusing on benchmarking adversarial robustnes...
Few areas of potential cancer therapy have had the attention and excitement of CAR-T. This panel of leading executives, developers, and clinician-scientists will explore the current state of CAR-T and its future prospects. Among the questions to be addressed are: Is CAR-T still an industry ...
Few areas of potential cancer therapy have had the attention and excitement of CAR-T. This panel of leading executives, developers, and clinician-scientists will explore the current state of CAR-T and its future prospects. Among the questions to be addressed are: Is CAR-T still an industry ...
⚠️Please pay attention to the alignment of 3D vectors and matrices --- they are aligned like 4D ones rather than packed. Also, we do not provide 64-bit integer or floating-point vector/matrix types, as they are less useful and typically unsupported on GPUs. ...