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05/21/2023
A PhD Student's Perspective on Research in NLP in the Era of Very Large Language Models
Recent progress in large language models has enabled the deployment of m...
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03/31/2023
CIMI4D: A Large Multimodal Climbing Motion Dataset under Human-scene Interactions
Motion capture is a long-standing research problem. Although it has been...
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03/16/2023
SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban Environments
We present SLOPER4D, a novel scene-aware dataset collected in large urba...
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11/25/2022
Federated Graph-based Sampling with Arbitrary Client Availability
While federated learning has shown strong results in optimizing a machin...
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10/06/2022
Multiview Contextual Commonsense Inference: A New Dataset and Task
Contextual commonsense inference is the task of generating various types...
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06/24/2022
Towards Effective Depthwise Convolutions on ARMv8 Architecture
Depthwise convolutions are widely used in lightweight convolutional neur...
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03/28/2022
LiDARCap: Long-range Marker-less 3D Human Motion Capture with LiDAR Point Clouds
Existing motion capture datasets are largely short-range and cannot yet ...
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03/25/2022
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues
This paper addresses the problem of dialogue reasoning with contextualiz...
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03/17/2022
HSC4D: Human-centered 4D Scene Capture in Large-scale Indoor-outdoor Space Using Wearable IMUs and LiDAR
We propose Human-centered 4D Scene Capture (HSC4D) to accurately and eff...
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06/01/2021
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning
Commonsense inference to understand and explain human language is a fund...
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07/07/2020
Expressive Interviewing: A Conversational System for Coping with COVID-19
The ongoing COVID-19 pandemic has raised concerns for many regarding per...
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05/29/2020
Fixed-size Objects Encoding for Visual Relationship Detection
In this paper, we propose a fixed-size object encoding method (FOE-VRD) ...
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05/08/2019
Locality-Sensitive Sketching for Resilient Network Flow Monitoring
Network monitoring is vital in modern clouds and data center networks fo...
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01/28/2019