Search Results for author: Lingjun Zhao

Found 10 papers, 1 papers with code

CRKD: Enhanced Camera-Radar Object Detection with Cross-modality Knowledge Distillation

no code implementations28 Mar 2024 Lingjun Zhao, Jingyu Song, Katherine A. Skinner

Alternatively, camera and radar are commonly deployed on vehicles already on the road today, but performance of Camera-Radar (CR) fusion falls behind LC fusion.

3D Object Detection Autonomous Driving +3

Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections

no code implementations26 Feb 2024 Lingjun Zhao, Khanh Nguyen, Hal Daumé III

This paper addresses the challenge of leveraging imperfect language models to guide human decision-making in the context of a grounded navigation task.

Decision Making

LiRaFusion: Deep Adaptive LiDAR-Radar Fusion for 3D Object Detection

no code implementations18 Feb 2024 Jingyu Song, Lingjun Zhao, Katherine A. Skinner

We propose LiRaFusion to tackle LiDAR-radar fusion for 3D object detection to fill the performance gap of existing LiDAR-radar detectors.

3D Object Detection object-detection

Hallucination Detection for Grounded Instruction Generation

no code implementations23 Oct 2023 Lingjun Zhao, Khanh Nguyen, Hal Daumé III

We investigate the problem of generating instructions to guide humans to navigate in simulated residential environments.

Hallucination Navigate

Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models

no code implementations21 Dec 2022 Lingjun Zhao, Khanh Nguyen, Hal Daumé III

Recent work studies the cognitive capabilities of language models through psychological tests designed for humans.

Language Modelling

Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery

no code implementations18 Jan 2022 Yan Zhao, Lingjun Zhao, Zhong Liu, Dewen Hu, Gangyao Kuang, Li Liu

Aircraft detection in Synthetic Aperture Radar (SAR) imagery is a challenging task in SAR Automatic Target Recognition (SAR ATR) areas due to aircraft's extremely discrete appearance, obvious intraclass variation, small size and serious background's interference.

The 2019 BBN Cross-lingual Information Retrieval System

no code implementations LREC 2020 Le Zhang, Damianos Karakos, William Hartmann, Manaj Srivastava, Lee Tarlin, David Akodes, Sanjay Krishna Gouda, Numra Bathool, Lingjun Zhao, Zhuolin Jiang, Richard Schwartz, John Makhoul

In this paper, we describe a cross-lingual information retrieval (CLIR) system that, given a query in English, and a set of audio and text documents in a foreign language, can return a scored list of relevant documents, and present findings in a summary form in English.

Cross-Lingual Information Retrieval Machine Translation +4

Cross-lingual Information Retrieval with BERT

1 code implementation LREC 2020 Zhuolin Jiang, Amro El-Jaroudi, William Hartmann, Damianos Karakos, Lingjun Zhao

Multiple neural language models have been developed recently, e. g., BERT and XLNet, and achieved impressive results in various NLP tasks including sentence classification, question answering and document ranking.

Cross-Lingual Information Retrieval Document Ranking +5

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