Paper-Workshop | David Vázquezhttps://david-vazquez.com/publication_types/paper-workshop/Paper-WorkshopHugo Blox Builder (https://hugoblox.com)en-usWed, 01 Jan 2025 00:00:00 +0000https://david-vazquez.com/media/icon_hu_a3642885bc94ba2d.pngPaper-Workshophttps://david-vazquez.com/publication_types/paper-workshop/AgentAda: Skill-Adaptive Data Analytics for Tailored Insight Discoveryhttps://david-vazquez.com/publication/abaskohi-2025-agentada/Wed, 01 Jan 2025 00:00:00 +0000https://david-vazquez.com/publication/abaskohi-2025-agentada/AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understandinghttps://david-vazquez.com/publication/masry-2025-alignvlm-iclr/Wed, 01 Jan 2025 00:00:00 +0000https://david-vazquez.com/publication/masry-2025-alignvlm-iclr/Capture the Flag: Uncovering Data Insights with Large Language Modelshttps://david-vazquez.com/publication/laradji-2023-capture/Sun, 01 Jan 2023 00:00:00 +0000https://david-vazquez.com/publication/laradji-2023-capture/IntentGPT: Few-Shot Intent Discovery with Large Language Modelshttps://david-vazquez.com/publication/rodriguez-2023-intentgpt/Sun, 01 Jan 2023 00:00:00 +0000https://david-vazquez.com/publication/rodriguez-2023-intentgpt/Leveraging Human Preferences to Master Poetryhttps://david-vazquez.com/publication/pardinas-2023-leveraging/Sun, 01 Jan 2023 00:00:00 +0000https://david-vazquez.com/publication/pardinas-2023-leveraging/Multilingual Code Retrieval without Paired Data: New Datasets and Benchmarkshttps://david-vazquez.com/publication/monteiro-2023-multilingual/Sun, 01 Jan 2023 00:00:00 +0000https://david-vazquez.com/publication/monteiro-2023-multilingual/OC-NMN: Object-Centric Compositional Neural Module Network for Generative Visual Analogical Reasoninghttps://david-vazquez.com/publication/assouel-2023-oc/Sun, 01 Jan 2023 00:00:00 +0000https://david-vazquez.com/publication/assouel-2023-oc/The Unsolved Challenges of LLMs as Generalist Web Agents: A Case Studyhttps://david-vazquez.com/publication/assouel-2023-the/Sun, 01 Jan 2023 00:00:00 +0000https://david-vazquez.com/publication/assouel-2023-the/A Probabilistic Perspective on Reinforcement Learning via Supervised Learninghttps://david-vazquez.com/publication/piche-2022-a/Sat, 01 Jan 2022 00:00:00 +0000https://david-vazquez.com/publication/piche-2022-a/Constraining Low-Level Representations to Define Effective Confidence Scoreshttps://david-vazquez.com/publication/monteiro-2022-constraining/Sat, 01 Jan 2022 00:00:00 +0000https://david-vazquez.com/publication/monteiro-2022-constraining/Contrastive Self-Supervision Defines General-Purpose Similarity Functionshttps://david-vazquez.com/publication/guille-escuret-2022-contrastive/Sat, 01 Jan 2022 00:00:00 +0000https://david-vazquez.com/publication/guille-escuret-2022-contrastive/Data Augmentation for Intent Classification with Off-the-Shelf Large Language Modelshttps://david-vazquez.com/publication/sahu-2022-data/Sat, 01 Jan 2022 00:00:00 +0000https://david-vazquez.com/publication/sahu-2022-data/Flaky Performances When Pretraining on Relational Databaseshttps://david-vazquez.com/publication/liu-2022-flaky/Sat, 01 Jan 2022 00:00:00 +0000https://david-vazquez.com/publication/liu-2022-flaky/Implicit Offline Reinforcement Learning via Supervised Learninghttps://david-vazquez.com/publication/piche-2022-implicit/Sat, 01 Jan 2022 00:00:00 +0000https://david-vazquez.com/publication/piche-2022-implicit/OCIM: Object-Centric Compositional Imagination for Visual Abstract Reasoninghttps://david-vazquez.com/publication/assouel-2022-ocim/Sat, 01 Jan 2022 00:00:00 +0000https://david-vazquez.com/publication/assouel-2022-ocim/Overcoming Challenges in Leveraging GANs for Few-Shot Data Augmentationhttps://david-vazquez.com/publication/beckham-2022-overcoming/Sat, 01 Jan 2022 00:00:00 +0000https://david-vazquez.com/publication/beckham-2022-overcoming/SSR: Semi-Supervised Soft Rasterizer for Single-View 2D to 3D Reconstructionhttps://david-vazquez.com/publication/laradji-2021-ssr/Fri, 01 Jan 2021 00:00:00 +0000https://david-vazquez.com/publication/laradji-2021-ssr/Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmarkhttps://david-vazquez.com/publication/lacoste-2021-toward/Fri, 01 Jan 2021 00:00:00 +0000https://david-vazquez.com/publication/lacoste-2021-toward/Counting Cows: Tracking Illegal Cattle Ranching from High-Resolution Satellite Imageryhttps://david-vazquez.com/publication/laradji-2020-counting/Wed, 01 Jan 2020 00:00:00 +0000https://david-vazquez.com/publication/laradji-2020-counting/Adversarial Learning of General Transformations for Data Augmentationhttps://david-vazquez.com/publication/mounsaveng-2019-adversarial/Tue, 01 Jan 2019 00:00:00 +0000https://david-vazquez.com/publication/mounsaveng-2019-adversarial/Class-Based Styling: Real-Time Localized Style Transfer with Semantic Segmentationhttps://david-vazquez.com/publication/kurzman-2019-class/Tue, 01 Jan 2019 00:00:00 +0000https://david-vazquez.com/publication/kurzman-2019-class/Fourier-CPPNs for Image Synthesishttps://david-vazquez.com/publication/tesfaldet-2019-fourier/Tue, 01 Jan 2019 00:00:00 +0000https://david-vazquez.com/publication/tesfaldet-2019-fourier/The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentationhttps://david-vazquez.com/publication/jegou-2017-the/Sun, 01 Jan 2017 00:00:00 +0000https://david-vazquez.com/publication/jegou-2017-the/Adapting a Pedestrian Detector by Boosting LDA Exemplar Classifiershttps://david-vazquez.com/publication/xu-2013-adapting/Tue, 01 Jan 2013 00:00:00 +0000https://david-vazquez.com/publication/xu-2013-adapting/Adapting Pedestrian Detection from Synthetic to Far Infrared Imageshttps://david-vazquez.com/publication/socarras-2013-adapting/Tue, 01 Jan 2013 00:00:00 +0000https://david-vazquez.com/publication/socarras-2013-adapting/Multi-Task Bilinear Classifiers for Visual Domain Adaptationhttps://david-vazquez.com/publication/xu-2013-multi/Tue, 01 Jan 2013 00:00:00 +0000https://david-vazquez.com/publication/xu-2013-multi/Weakly Supervised Automatic Annotation of Pedestrian Bounding Boxeshttps://david-vazquez.com/publication/vazquez-2013-weakly/Tue, 01 Jan 2013 00:00:00 +0000https://david-vazquez.com/publication/vazquez-2013-weakly/Cool World: Domain Adaptation of Virtual and Real Worlds for Human Detection using Active Learninghttps://david-vazquez.com/publication/vazquez-2011-cool/Sat, 01 Jan 2011 00:00:00 +0000https://david-vazquez.com/publication/vazquez-2011-cool/