Search Results for author:
Found 12 papers, 7 papers with code
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes
We will release our dataset, codes, and models to help future efforts in this domain.
Hierarchical NeuroSymbolic Approach for Action Quality Assessment
Action quality assessment (AQA) applies computer vision to quantitatively assess the performance or execution of a human action.
Learning to Visually Connect Actions and their Effects
We propose different CATE-based task formulations, such as action selection and action specification, where video understanding models connect actions and effects at semantic and fine-grained levels.
Domain Knowledge-Informed Self-Supervised Representations for Workout Form Assessment
To that end, we propose to learn exercise-oriented image and video representations from unlabeled samples such that a small dataset annotated by experts suffices for supervised error detection.
Win-Fail Action Recognition
We introduce a first of its kind paired win-fail action understanding dataset with samples from the following domains: "General Stunts," "Internet Wins-Fails," "Trick Shots," and "Party Games."
Ranked #1 on
Action Recognition
on Win-Fail Action Understanding
Piano Skills Assessment
Can a computer determine a piano player's skill level?
Ranked #1 on
Skills Assessment
on Multimodal PISA
HalluciNet-ing Spatiotemporal Representations Using a 2D-CNN
The hallucination task is treated as an auxiliary task, which can be used with any other action related task in a multitask learning setting.
Ranked #5 on
Scene Recognition
on YUP++
What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment
Can performance on the task of action quality assessment (AQA) be improved by exploiting a description of the action and its quality?
Ranked #1 on
Action Recognition
on MTL-AQA
Action Quality Assessment Across Multiple Actions
Can learning to measure the quality of an action help in measuring the quality of other actions?
Ranked #7 on
Action Quality Assessment
on AQA-7
Learning To Score Olympic Events
Estimating action quality, the process of assigning a "score" to the execution of an action, is crucial in areas such as sports and health care.
Measuring the Quality of Exercises
This work explores the problem of exercise quality measurement since it is essential for effective management of diseases like cerebral palsy (CP).
Use of Computer Vision to Detect Tangles in Tangled Objects
Information obtained after processing image according to the proposed method comprises of position of tangles in tangled object and which wire passes over which wire.
