Gabriel L. Oliveira

35 papers A* 8A 3C 3Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Accurate Parameter-Efficient Test-Time Adaptation for Time Series Forecasting.
CoRR
Heitor R. Medeiros, Hossein Sharifi-Noghabi, Gabriel L. Oliveira, Saghar Irandoust
2025 J jnl
LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling.
Trans. Mach. Learn. Res.
Can Chen, Gabriel L. Oliveira, Hossein Sharifi-Noghabi, Tristan Sylvain
2025 A* conf
Uncertainty Herding: One Active Learning Method for All Label Budgets.
ICLR
Wonho Bae, Danica J. Sutherland, Gabriel L. Oliveira
2024 J jnl
AdaFlood: Adaptive Flood Regularization.
Trans. Mach. Learn. Res.
Wonho Bae, Yi Ren, Mohamed Osama Ahmed, Frederick Tung, Danica J. Sutherland, Gabriel L. Oliveira
2024 A* conf
Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics.
ICML
Ankit Vani, Frederick Tung, Gabriel L. Oliveira, Hossein Sharifi-Noghabi
2024 J jnl
Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics.
CoRR
Ankit Vani, Frederick Tung, Gabriel L. Oliveira, Hossein Sharifi-Noghabi
2024 J jnl
LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling.
CoRR
Can Chen, Gabriel L. Oliveira, Hossein Sharifi Noghabi, Tristan Sylvain
2024 J jnl
Uncertainty Herding: One Active Learning Method for All Label Budgets.
CoRR
Wonho Bae, Gabriel L. Oliveira, Danica J. Sutherland
2023 J jnl
AdaFlood: Adaptive Flood Regularization.
CoRR
Wonho Bae, Yi Ren, Mohamed Osama Ahmed, Frederick Tung, Danica J. Sutherland, Gabriel L. Oliveira
2023 J jnl
DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning.
CoRR
Elahe Rahimian, Golara Javadi, Frederick Tung, Gabriel L. Oliveira
2023 A* conf
Meta Temporal Point Processes.
ICLR
Wonho Bae, Mohamed Osama Ahmed, Frederick Tung, Gabriel L. Oliveira
2023 J jnl
Meta Temporal Point Processes.
CoRR
Wonho Bae, Mohamed Osama Ahmed, Frederick Tung, Gabriel L. Oliveira
2022 J jnl
Gumbel-Softmax Selective Networks.
CoRR
Mahmoud Salem, Mohamed Osama Ahmed, Frederick Tung, Gabriel L. Oliveira
2022 J jnl
Heterogeneous Multi-Task Learning With Expert Diversity.
IEEE ACM Trans. Comput. Biol. Bioinform.
Raquel Aoki, Frederick Tung, Gabriel L. Oliveira
2021 J jnl
Heterogeneous Multi-task Learning with Expert Diversity.
CoRR
Raquel Aoki, Frederick Tung, Gabriel L. Oliveira
2020 J jnl
Beyond Single Stage Encoder-Decoder Networks: Deep Decoders for Semantic Image Segmentation.
CoRR
Gabriel L. Oliveira, Senthil Kumar Yogamani, Wolfram Burgard, Thomas Brox
2018 A* conf
DPDB-Net: Exploiting Dense Connections for Convolutional Encoders.
ICRA
Gabriel L. Oliveira, Wolfram Burgard, Thomas Brox
2018 J jnl
Efficient and robust deep networks for semantic segmentation.
Int. J. Robotics Res.
Gabriel L. Oliveira, Claas Bollen, Wolfram Burgard, Thomas Brox
2017 A* conf
Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection.
ICCV
Mohammadreza Zolfaghari, Gabriel L. Oliveira, Nima Sedaghat, Thomas Brox
2017 J jnl
Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection.
CoRR
Mohammadreza Zolfaghari, Gabriel L. Oliveira, Nima Sedaghat, Thomas Brox
2017 J jnl
Deep Semantic Classification for 3D LiDAR Data.
CoRR
Ayush Dewan, Gabriel L. Oliveira, Wolfram Burgard
2017 A conf
Deep semantic classification for 3D LiDAR data.
IROS
Ayush Dewan, Gabriel L. Oliveira, Wolfram Burgard
2017 C conf
Perspectives on Deep Multimodel Robot Learning.
ISRR
Wolfram Burgard, Abhinav Valada, Noha Radwan, Tayyab Naseer, Jingwei Zhang, Johan Vertens, Oier Mees, Andreas Eitel, Gabriel L. Oliveira
2017 A* conf
Semantics-aware visual localization under challenging perceptual conditions.
ICRA
Tayyab Naseer, Gabriel L. Oliveira, Thomas Brox, Wolfram Burgard
2017 C conf
Topometric Localization with Deep Learning.
ISRR
Gabriel L. Oliveira, Noha Radwan, Wolfram Burgard, Thomas Brox
2017 J jnl
Topometric Localization with Deep Learning.
CoRR
Gabriel L. Oliveira, Noha Radwan, Wolfram Burgard, Thomas Brox
2016 — conf
Deep Multispectral Semantic Scene Understanding of Forested Environments Using Multimodal Fusion.
ISER
Abhinav Valada, Gabriel L. Oliveira, Thomas Brox, Wolfram Burgard
2016 A* conf
Deep learning for human part discovery in images.
ICRA
Gabriel L. Oliveira, Abhinav Valada, Claas Bollen, Wolfram Burgard, Thomas Brox
2016 A conf
Efficient deep models for monocular road segmentation.
IROS
Gabriel L. Oliveira, Wolfram Burgard, Thomas Brox
2014 J jnl
On the improvement of human action recognition from depth map sequences using Space-Time Occupancy Patterns.
Pattern Recognit. Lett.
Antônio Wilson Vieira, Erickson R. Nascimento, Gabriel L. Oliveira, Zicheng Liu, Mario Fernando Montenegro Campos
2013 J jnl
On the development of a robust, fast and lightweight keypoint descriptor.
Neurocomputing
Erickson Rangel do Nascimento, Gabriel L. Oliveira, Antônio Wilson Vieira, Mario Fernando Montenegro Campos
2012 — conf
Appearance and Geometry Fusion for Enhanced Dense 3D Alignment.
SIBGRAPI
Erickson R. Nascimento, William Robson Schwartz, Gabriel L. Oliveira, Antônio Wilson Vieira, Mario Fernando Montenegro Campos, Daniel Balbino de Mesquita
2012 A conf
BRAND: A robust appearance and depth descriptor for RGB-D images.
IROS
Erickson R. Nascimento, Gabriel L. Oliveira, Mario Fernando Montenegro Campos, Antônio Wilson Vieira, William Robson Schwartz
2012 C conf
STOP: Space-Time Occupancy Patterns for 3D Action Recognition from Depth Map Sequences.
CIARP
Antônio Wilson Vieira, Erickson R. Nascimento, Gabriel L. Oliveira, Zicheng Liu, Mario Fernando Montenegro Campos
2012 A* conf
Sparse Spatial Coding: A novel approach for efficient and accurate object recognition.
ICRA
Gabriel L. Oliveira, Erickson R. Nascimento, Antônio Wilson Vieira, Mario Fernando Montenegro Campos