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University of Trento
- Trento
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04:58
(UTC +01:00) - eliacunegatti.github.io
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[WACV 26] Official code for the paper Safe Vision-Language Models via Unsafe Weights Manipulation
Code repository of the paper: Start Smart: Leveraging Gradients For Enhancing Mask-based XAI Methods. Published at ICLR, 2025.
Official implementation of "Training-free Online Video Step Grounding", NeurIPS 2025
CoNNect repo for connectivity-based pruning of neural networks.
Official implementation of "ConViS-Bench: Estimating Video Similarity Through Semantic Concepts", NeurIPS 2025
Code implementation of DuoGPT (NeurIPS 2025, https://arxiv.org/abs/2506.20194)
Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
The official code for the paper "Sparsity-Driven Plasticity in Multi-Task Reinforcement Learning", published in the Transactions on Machine Learning Research (TMLR).
Demonstrations of Loss of Plasticity and Implementation of Continual Backpropagation
Official code of the paper "Multi-Task Reinforcement Learning with Mixture of Orthogonal Experts" at ICLR2024
Official repo of the paper "Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection" (ACMMM2025)
Conditional computing research: hybrid approach for stacked MoE and Early-Exit Neural Networks
Official Implementation of Data Adaptive Pathway Discovery (DAPD) for Online RL
[ICML 2025 oral] Network Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning
Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning
Official codebase for the paper "Training-Free Personalization via Retrieval and Reasoning on Fingerprints"
Github repo for ICLR-2025 paper, Fine-tuning Large Language Models with Sparse Matrices
Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models
Interpretable Multi Agent Reinforcement Learning with a Quality DIversity Approach
Official code for the EMNLP 2024 (main) paper "Retrieval-enriched zero-shot image classification in low-resource domains"
Official implementation of "Can Text-to-Video Generation help Video-Language Alignment?", CVPR 2025
Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs
[CVPR'25] Official implementation of the paper "Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models".