Ehsan Abbasnejad
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
52
Venues
23
Active years
2012–2026
Best venue rank
A*
Where they publish
- A*CVPR10 papers
- A*AAAI6 papers
- A*ICLR5 papers
- A*ICCV4 papers
- AWACV4 papers
- AACSAC2 papers
- A*ICML2 papers
- A*ECCV2 papers
- BICONIP2 papers
- A*IJCAI2 papers
- A*ACL1 paper
- BSMC1 paper
- BCOLING1 paper
- BESANN1 paper
- AESORICS1 paper
- CICINCO1 paper
- ANAACL1 paper
- A*NDSS1 paper
- AustralasianDICTA1 paper
- ABMVC1 paper
- CMobiquitous1 paper
- AAISTATS1 paper
- A*WWW1 paper
Papers
52 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Certified but Fooled! Breaking Certified Defenses with Ghost Certificates. | Viet Quoc Vo, Tashreque Mohammed Haq, Paul Montague, Tamas Abraham, Ehsan Abbasnejad, Damith C. Ranasinghe |
| 2026 | ACL | Truth as a Trajectory: What Internal Representations Reveal About Large Language Model Reasoning. | Hamed Damirchi, Imezadelajara, Ehsan Abbasnejad, Afshar Shamsi, Zhen Zhang, Javen Qinfeng Shi |
| 2025 | AAAI | Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks. | Bao Gia Doan, Afshar Shamsi, Xiao-Yu Guo, Arash Mohammadi, Hamid Alinejad-Rokny, Dino Sejdinovic, Damien Teney, Damith C. Ranasinghe, Ehsan Abbasnejad |
| 2025 | CVPR | Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild. | Damien Teney, Liangze Jiang, Florin Gogianu, Ehsan Abbasnejad |
| 2025 | ICCV | Towards Higher Effective Rank in Parameter-Efficient Fine-Tuning Using Khatri-Rao Product. | Paul Albert, Frederic Z. Zhang, Hemanth Saratchandran, Anton van den Hengel, Ehsan Abbasnejad |
| 2025 | ICLR | RandLoRA: Full rank parameter-efficient fine-tuning of large models. | Paul Albert, Frederic Z. Zhang, Hemanth Saratchandran, Cristian Rodriguez Opazo, Anton van den Hengel, Ehsan Abbasnejad |
| 2025 | ICLR | Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling. | Cristian Rodriguez Opazo, Ehsan Abbasnejad, Damien Teney, Hamed Damirchi, Edison Marrese-Taylor, Anton van den Hengel |
| 2025 | ICLR | Do Deep Neural Network Solutions Form a Star Domain? | Ankit Sonthalia, Alexander Rubinstein, Ehsan Abbasnejad, Seong Joon Oh |
| 2025 | SMC | ETAGE: Enhanced Test Time Adaptation with Integrated Entropy and Gradient Norms for Robust Model Performance. | Afshar Shamsi, Rejisa Becirovic, Ahmadreza Argha, Ehsan Abbasnejad, Hamid Alinejad-Rokny, Arash Mohammadi |
| 2024 | ACSAC | On the Credibility of Backdoor Attacks Against Object Detectors in the Physical World. | Bao Gia Doan, Dang Quang Nguyen, Callum Lindquist, Paul Montague, Tamas Abraham, Olivier Y. de Vel, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe |
| 2024 | COLING | Semantic Role Labeling Guided Out-of-distribution Detection. | Jinan Zou, Maihao Guo, Yu Tian, Yuhao Lin, Haiyao Cao, Lingqiao Liu, Ehsan Abbasnejad, Javen Qinfeng Shi |
| 2024 | CVPR | Neural Redshift: Random Networks are not Random Functions. | Damien Teney, Armand Mihai Nicolicioiu, Valentin Hartmann, Ehsan Abbasnejad |
| 2024 | ESANN | Invariant Representation Learning for Generalizable Imitation. | Mohamed Khalil Jabri, Panagiotis Papadakis, Ehsan Abbasnejad, Gilles Coppin, Javen Shi |
| 2024 | ESORICS | Bayesian Learned Models Can Detect Adversarial Malware for Free. | Bao Gia Doan, Dang Quang Nguyen, Paul Montague, Tamas Abraham, Olivier Y. de Vel, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe |
| 2024 | ICLR | Brusleattack: a Query-Efficient Score- based Black-Box Sparse Adversarial Attack. | Viet Quoc Vo, Ehsan Abbasnejad, Damith Ranasinghe |
| 2024 | ICML | Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup. | Damien Teney, Jindong Wang, Ehsan Abbasnejad |
| 2023 | AAAI | Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness. | Bao Gia Doan, Shuiqiao Yang, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe |
| 2023 | CVPR | SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation. | Iman Abbasnejad, Fabio Zambetta, Flora D. Salim, Timothy Wiley, Jeffrey Chan, Russell Gallagher, Ehsan Abbasnejad |
| 2023 | CVPR | Protocon: Pseudo-Label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-Supervised Learning. | Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Gholamreza Haffari |
| 2023 | ICCV | Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation. | Samitha Herath, Basura Fernando, Ehsan Abbasnejad, Munawar Hayat, Shahram Khadivi, Mehrtash Harandi, Hamid Rezatofighi, Gholamreza Haffari |
| 2023 | ICINCO | Improving Reward Estimation in Goal-Conditioned Imitation Learning with Counterfactual Data and Structural Causal Models. | Mohamed Khalil Jabri, Panagiotis Papadakis, Ehsan Abbasnejad, Gilles Coppin, Javen Shi |
| 2023 | WACV | LAVA:Label-efficient Visual Learning and Adaptation. | Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Mehrtash Harandi, Gholamreza Haffari |
| 2022 | CVPR | Active Learning by Feature Mixing. | Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Reza Haffari, Anton van den Hengel, Javen Qinfeng Shi |
| 2022 | CVPR | Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization. | Damien Teney, Ehsan Abbasnejad, Simon Lucey, Anton van den Hengel |
| 2022 | ECCV | Predicting Is Not Understanding: Recognizing and Addressing Underspecification in Machine Learning. | Damien Teney, Maxime Peyrard, Ehsan Abbasnejad |
| 2022 | ICLR | Query Efficient Decision Based Sparse Attacks Against Black-Box Deep Learning Models. | Viet Quoc Vo, Ehsan Abbasnejad, Damith Ranasinghe |
| 2022 | ICML | Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense. | Bao Gia Doan, Ehsan Abbasnejad, Javen Qinfeng Shi, Damith C. Ranasinghe |
| 2022 | NAACL | Progressive Class Semantic Matching for Semi-supervised Text Classification. | Hai-Ming Xu, Lingqiao Liu, Ehsan Abbasnejad |
| 2022 | NDSS | RamBoAttack: A Robust and Query Efficient Deep Neural Network Decision Exploit. | Viet Quoc Vo, Ehsan Abbasnejad, Damith C. Ranasinghe |
| 2022 | WACV | Inductive Biases for Low Data VQA: A Data Augmentation Approach. | Narjes Askarian, Ehsan Abbasnejad, Ingrid Zukerman, Wray L. Buntine, Gholamreza Haffari |
| 2022 | WACV | ForeSI: Success-Aware Visual Navigation Agent. | Mohammad Mahdi Kazemi Moghaddam, Ehsan Abbasnejad, Qi Wu, Qinfeng (Javen) Shi, Anton van den Hengel |
| 2021 | CVPR | All Labels Are Not Created Equal: Enhancing Semi-Supervision via Label Grouping and Co-Training. | Islam Nassar, Samitha Herath, Ehsan Abbasnejad, Wray L. Buntine, Gholamreza Haffari |
| 2021 | DICTA | Cross-Modal Visual Question Answering for Remote Sensing Data: The International Conference on Digital Image Computing: Techniques and Applications (DICTA 2021). | Rafael Felix, Boris Repasky, Samuel Hodge, Reza Zolfaghari, Ehsan Abbasnejad, Jamie Sherrah |
| 2021 | ICCV | Unshuffling Data for Improved Generalization in Visual Question Answering. | Damien Teney, Ehsan Abbasnejad, Anton van den Hengel |
| 2021 | WACV | Optimistic Agent: Accurate Graph-Based Value Estimation for More Successful Visual Navigation. | Mohammad Mahdi Kazemi Moghaddam, Qi Wu, Ehsan Abbasnejad, Javen Shi |
| 2020 | ACSAC | Februus: Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems. | Bao Gia Doan, Ehsan Abbasnejad, Damith C. Ranasinghe |
| 2020 | CVPR | Gold Seeker: Information Gain From Policy Distributions for Goal-Oriented Vision-and-Langauge Reasoning. | Ehsan Abbasnejad, Iman Abbasnejad, Qi Wu, Javen Shi, Anton van den Hengel |
| 2020 | CVPR | Counterfactual Vision and Language Learning. | Ehsan Abbasnejad, Damien Teney, Amin Parvaneh, Javen Shi, Anton van den Hengel |
| 2020 | ECCV | Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision. | Damien Teney, Ehsan Abbasnejad, Anton van den Hengel |
| 2019 | CVPR | What's to Know? Uncertainty as a Guide to Asking Goal-Oriented Questions. | Ehsan Abbasnejad, Qi Wu, Qinfeng Shi, Anton van den Hengel |
| 2019 | ICONIP | Reinforcement Learning with Attention that Works: A Self-Supervised Approach. | Anthony Manchin, Ehsan Abbasnejad, Anton van den Hengel |
| 2019 | ICONIP | Adaptive Neuro-Surrogate-Based Optimisation Method for Wave Energy Converters Placement Optimisation. | Mehdi Neshat, Ehsan Abbasnejad, Qinfeng Shi, Bradley Alexander, Markus Wagner |
| 2018 | BMVC | 3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent Space. | Masoud Abdi, Ehsan Abbasnejad, Chee Peng Lim, Saeid Nahavandi |
| 2018 | Mobiquitous | Deep Auto-Set: A Deep Auto-Encoder-Set Network for Activity Recognition Using Wearables. | Alireza Abedin Varamin, Ehsan Abbasnejad, Qinfeng Shi, Damith Chinthana Ranasinghe, Seyed Hamid Rezatofighi |
| 2017 | AISTATS | Label Filters for Large Scale Multilabel Classification. | Alexandru Niculescu-Mizil, Ehsan Abbasnejad |
| 2017 | ICCV | DeepSetNet: Predicting Sets with Deep Neural Networks. | Seyed Hamid Rezatofighi, Vijay Kumar B. G, Anton Milan, Ehsan Abbasnejad, Anthony R. Dick, Ian D. Reid |
| 2015 | AAAI | Loss-Calibrated Monte Carlo Action Selection. | Ehsan Abbasnejad, Justin Domke, Scott Sanner |
| 2015 | AAAI | Linear-Time Gibbs Sampling in Piecewise Graphical Models. | Hadi Mohasel Afshar, Scott Sanner, Ehsan Abbasnejad |
| 2013 | IJCAI | Decision-Theoretic Approximations for Machine Learning. | Ehsan Abbasnejad |
| 2013 | IJCAI | Learning Community-Based Preferences via Dirichlet Process Mixtures of Gaussian Processes. | Ehsan Abbasnejad, Scott Sanner, Edwin V. Bonilla, Pascal Poupart |
| 2012 | AAAI | Symbolic Variable Elimination for Discrete and Continuous Graphical Models. | Scott Sanner, Ehsan Abbasnejad |
| 2012 | WWW | New objective functions for social collaborative filtering. | Joseph Noel, Scott Sanner, Khoi-Nguyen Tran, Peter Christen, Lexing Xie, Edwin V. Bonilla, Ehsan Abbasnejad, Nicols Della Penna |