[跟着顶会学写作]第一期: SGG/HOI任务相关论文

[ICCV2021]Spatially Conditioned Graphs for Detecting Human–Object Interactions

under-explored 未被探索的
inherent 固有的 内在的
subtle 不明显的 微妙的
propagation n传播
regulate v调节
anisotropic adj各项异性的
rudimentary adj初级的
constitute v构成
identical adj同一的
intermediate representation 中间表示
inherent interactive pair 内在交互对
compensate v 补偿 弥补
Notably, 值得注意的是
As is intuitive, 直观地讲
To this end, 为此
To do so, 为此
This is, 也就是说
As such, we contend that 因此，我们认为
For this reason, 因此
As a result, 因此
In practice, 事实上
To alleviate this issue, 为了解决这个问题
To shed some light on their significance，为了阐明他们的重要性

[CVPR2022] Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection

high-performing 高绩效; 高性能
Nevertheless, 然而；尽管如此
vanila n. adj. 普通的寻常的
inter- and intra-interaction 外部和内部交互
embrace vn拥抱；接收
intersection n相交处
layout n布局设计安排

The design ethos of (method) ...的设计理念

The design ethos of () easily extend to more complex tasks.

recurrent adj经常出现的 反复出现的

[CVPR2022]Human-Object Interaction Detection via Disentangled Transformer In contrast, 相反 [CVPR2022] Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions A significant gap remains between today’s visual pattern recognition models and human-level visual cognition especially when it comes to few-shot learning and compositional reasoning of novel concepts. 今天的视觉模式识别模型和人类水平的视觉认知之间仍然存在着显著的差距，特别是在小样本学习和新概念的组合推理方面。 natural image 自然图像 concept induction rules 概念归纳规则、 holistic 整体的全面的 holistic perception-reasoning systems 整体感知系统 [CVPR2022]MSTR: Multi-Scale Transformer for End-to-End Human-Object Interaction Detection suboptimal performance 次优性能 To tackle this problem, 为了解决这个问题 We porpose a (method) powered by (module). 驱动于 [CVPR2022] GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection Previous methoeds suffer from (question). 以往方法存在（什么问题）。 In specific, 具体的 As a result, 因此 [CVPR2022]  Interactiveness Field in Human-Object Interactions () plays a core role in () 扮演重要角色 Though （methods） have achieved impressive results ()取得了令人印象深刻的结果 overlook v忽略 we introduce a previously overlooked () 我们引入了一个先前忽略的（）  Considering its important role in recent advances in robot manipulation [14], surveillance event detection [1, 30], and so on, HOI detection has been attracting continuous attention in computer vision.  考虑到其在机器人操纵[14]、监控事件检测[1，30]等方面的最新进展中的重要作用，HOI检测一直在计算机视觉领域引起持续关注。 Though significant progress has been made,  虽然已经取得了重大进展， We aim at improving () 我们的目标在于提高（） [CVPR2022] Distillation Using Oracle Queries for Transformer-based Human-Object Interaction Detection Moreover，此外，再者 To handle the first problem, mimic v模仿 We aim to 我们的目标是.. discrete label 离散标签 This is inherently inapt for detecting unseen interactions which are out of the predefined categories. 这本质上不适合检测预定义类别之外的看不见的交互。 Conversely， 相反地 More specifically， 更具体的说 [CVPR2022] Learning Transferable Human-Object Interaction Detector with Natural Language Supervision impractical 不切实际的 Their core idea is 他们的核心思想是 Motivated by the recent success of (method),受（）最近成功的推动 （） comprising （）组成 [CVPR2022]Efficient Two-Stage Detection of Human–Object Interactions with a Novel Unary–Pairwise Transformer a fraction of 少部分的 （） taking a fraction of the time to train. flowchart 流程图 [CVPR2022]Efficient Two-Stage Detection of Human–Object Interactions with a Novel Unary–Pairwise Transformer pairwise 成对的 unary 一元的 Based on our analysis and experimental observations, 基于我们的分析和实验观察 As such，因此 Typically, 典型地 通常， More formally, +公式 更正式的说 We compute (公式) as outlined above 如上所述  However, SGG is still far from satisfactory for practical applications due to the insufficient modality fusion and the biased relationship predictions. 然而，由于模态融合不足和偏置关系预测不足，SGG在实际应用中还远远不能令人满意。 [ECCV2022] In this paper, we argue that ... 我们认为... overlook 忽略 That said, ... 也就是说... holistic 全局的 整体的 Though significant progress has been made, () is still bottle-necked by (): ...  suppression n抑制 The decent gain on （task）可观的增益 facilitate v促进、使便利 emphasis v强调 without restriction 没有限制 ... according to our prior  In light of these, 介于此，+我们提出（方法）

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