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Software developers frequently refactor code. Often, a single logical refactoring change involves changing multiple related components in a source base such as renaming each occurrence of a variable or function. While many code editors can…

Software Engineering · Computer Science 2022-10-21 Philippe Voinov , Manuel Rigger , Zhendong Su

With machine learning models being increasingly applied to various decision-making scenarios, people have spent growing efforts to make machine learning models more transparent and explainable. Among various explanation techniques,…

Machine Learning · Computer Science 2020-08-20 Furui Cheng , Yao Ming , Huamin Qu

Structure editors operate directly on a program's syntactic tree structure. At first glance, this allows for the exciting possibility that such an editor could enforce correctness properties: programs could be well-formed and sometimes even…

Programming Languages · Computer Science 2024-11-27 Jacob Prinz , Henry Blanchette , Leonidas Lampropoulos

Instruction-based image editing models offer increased personalization opportunities in generative tasks. However, properly evaluating their results is challenging, and most of the existing metrics lag in terms of alignment with human…

Computer Vision and Pattern Recognition · Computer Science 2025-05-28 Lorenzo Baraldi , Davide Bucciarelli , Federico Betti , Marcella Cornia , Lorenzo Baraldi , Nicu Sebe , Rita Cucchiara

Recent advances have led to the availability of many pre-trained language models (PLMs); however, a question that remains is how much data is truly needed to fine-tune PLMs for downstream tasks? In this work, we introduce DEFT-UCS, a…

Computation and Language · Computer Science 2024-06-14 Devleena Das , Vivek Khetan

Large language model agents have made strong progress on software engineering, yet current systems suffer from a context coupling problem: the standard code editing interface conflates code inspection, modification planning, and edit…

Software Engineering · Computer Science 2026-05-27 Yikai Zhang , Jiaxin Pei , Kenan Li , Qirui Jin , Maoquan Wang , Jin Pan , Yu Kang , Shengyu Fu , Elsie Nallipogu , Junjie Hu , Yufan Huang , Zijian Jin

User-intended visual content fills the hole regions of an input image in the image editing scenario. The coarse low-level inputs, which typically consist of sparse sketch lines and color dots, convey user intentions for content creation…

Computer Vision and Pattern Recognition · Computer Science 2021-03-24 Hongyu Liu , Ziyu Wan , Wei Huang , Yibing Song , Xintong Han , Jing Liao , Bing Jiang , Wei Liu

We introduce a novel and generic convolutional unit, DiCE unit, that is built using dimension-wise convolutions and dimension-wise fusion. The dimension-wise convolutions apply light-weight convolutional filtering across each dimension of…

Computer Vision and Pattern Recognition · Computer Science 2020-12-01 Sachin Mehta , Hannaneh Hajishirzi , Mohammad Rastegari

Discrete Choice Experiments (DCE) have been widely used in health economics, environmental valuation, and other disciplines. However, there is a lack of resources disclosing the whole procedure of carrying out a DCE. This document aims to…

Econometrics · Economics 2020-09-24 Daniel Pérez-Troncoso

In programming, better tools often yield better results. For that, modern programming environments offer mechanisms to allow for their extensibility. The closer those tools are to the code, the easier it is for programmers to map the…

Programming Languages · Computer Science 2026-03-09 Tom Beckmann , Christoph Thiede , Jens Lincke , Robert Hirschfeld

We propose a conceptual integration of deductive program verification into existing user interfaces for software debugging. This integration is well-represented in the "Debug Adapter Protocol", a widely-used and generic technology to…

Logic in Computer Science · Computer Science 2021-08-09 Gidon Ernst , Johannes Blau , Toby Murray

Methods for making high-quality recommendations often rely on learning latent representations from interaction data. These methods, while performant, do not provide ready mechanisms for users to control the recommendation they receive. Our…

Information Retrieval · Computer Science 2023-10-18 Sheshera Mysore , Mahmood Jasim , Andrew McCallum , Hamed Zamani

Cognitive-Driven Development (CDD) is a coding design technique that aims to reduce the cognitive effort that developers place in understanding a given code unit (e.g., a class). By following CDD design practices, it is expected that the…

Software Engineering · Computer Science 2022-06-23 Leonardo Barbosa , Victor Hugo Santiago , Alberto Luiz Oliveira Tavares de Souza , Gustavo Pinto

Sketch-based image editing aims to synthesize and modify photos based on the structural information provided by the human-drawn sketches. Since sketches are difficult to collect, previous methods mainly use edge maps instead of sketches to…

Computer Vision and Pattern Recognition · Computer Science 2020-01-10 Shuai Yang , Zhangyang Wang , Jiaying Liu , Zongming Guo

Designing software that controls industrial equipment is challenging, especially due to its inherent concurrent nature. Testing this kind of event driven control software is difficult and, due to the large number of possible execution…

Logic in Computer Science · Computer Science 2021-08-09 Rutger van Beusekom , Bert de Jonge , Paul Hoogendijk , Jan Nieuwenhuizen

The Grid and Cloud User Support Environment (gUSE) enables users convenient and easy access to grid and cloud infrastructures by providing a general purpose, workflow-oriented graphical user interface to create and run workflows on various…

Distributed, Parallel, and Cluster Computing · Computer Science 2015-08-07 Gary A. McGilvary , Malcolm Atkinson , Sandra Gesing , Alvaro Aguilera , Richard Grunzke , Eva Sciacca

Discrete diffusion models have achieved success in tasks like image generation and masked language modeling but face limitations in controlled content editing. We introduce DICE (Discrete Inversion for Controllable Editing), the first…

Sketch editing requires jointly handling high-level semantic changes and precise local redrawing, a combination that is particularly challenging for sparse, style-sensitive line art. Unlike natural images, sketches rely on minimal visual…

Computer Vision and Pattern Recognition · Computer Science 2026-05-27 Han Zou , Yan Zhang , Ruiqi Yu , Cong Xie , Jie Huang , Zhenpeng Zhan

Direct manipulation interfaces provide intuitive and interactive features to a broad range of users, but they often exhibit two limitations: the built-in features cannot possibly cover all use cases, and the internal representation of the…

Human-Computer Interaction · Computer Science 2019-07-26 Brian Hempel , Ravi Chugh

Novice programmers often struggle to comprehend code due to vague naming, deep nesting, and poor structural organization. While explanations may offer partial support, they typically do not restructure the code itself. We propose code…

Software Engineering · Computer Science 2026-04-20 Subarna Saha , Alif Al Hasan , Fariha Tanjim Shifat , Mia Mohammad Imran
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