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06/10/2023
Language-Guided Traffic Simulation via Scene-Level Diffusion
Realistic and controllable traffic simulation is a core capability that ...
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10/26/2022
Multi-lingual Evaluation of Code Generation Models
We present MBXP, an execution-based code completion benchmark in 10+ pro...
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10/03/2022
ContraGen: Effective Contrastive Learning For Causal Language Model
Despite exciting progress in large-scale language generation, the expres...
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05/23/2022
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages
Back-translation is widely known for its effectiveness for neural machin...
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09/14/2021
Detecting Safety Problems of Multi-Sensor Fusion in Autonomous Driving
Autonomous driving (AD) systems have been thriving in recent years. In g...
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10/06/2019
Unrestricted Adversarial Attacks for Semantic Segmentation
Semantic segmentation is one of the most impactful applications of machi...
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09/30/2018
Tree2Tree Neural Translation Model for Learning Source Code Changes
The way developers edit day-to-day code tend to be repetitive and often ...
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07/15/2018
