Hi :) Welcome to my academic portfolio website, showcasing my research, publications, and projects.
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Jan 23, 2025 - HTML
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neural-representation
Here are 17 public repositories matching this topic...
Mojo implementation (in progress) of Implicit Neural Representations with Periodic Activation Functions
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Nov 22, 2023
Contextual Dynamics Lab (Dartmouth) code that was originally related to the CCN Algonauts 2021 challenge (but that has now evolved substantially)
encoding movies deep-learning decoding autoencoder fmri region-of-interest neural-representation narratives neural-response
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Nov 7, 2025 - Python
Phase Transition based Implicit Neural Representation
deep-learning computational-geometry 3d-reconstruction geometric-deep-learning neural-representation
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Apr 30, 2023 - Python
👀🛡️ Code for the paper “Blending adversarial training and representation-conditional purification via aggregation improves adversarial robustness” by Emanuele Ballarin, Alessio Ansuini and Luca Bortolussi (2025)
machine-learning deep-neural-networks deep-learning neural-network artificial-intelligence neural-networks artificial-neural-networks robustness variational-autoencoder adversarial-machine-learning cognitive-computing variational-method neuro-inspired robust-machine-learning adversarial-defense neural-representations adversarial-robustness neural-representation
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Sep 22, 2025 - Python
[NeurIPS 2024] Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks
machine-learning deep-learning artificial-neural-networks activation-function neural-representation neural-response neurips-2024 channel-denosing
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Nov 26, 2025 - Python
🤓🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses
machine-learning deep-neural-networks deep-learning neural-network pytorch artificial-intelligence neural-networks artificial-neural-networks experiments cognitive-computing personal-utilities neuro-inspired pytorch-utils neural-representations neural-representation
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Oct 5, 2025 - Python
Original reference implementation of "Analyzing the Internals of Neural Radiance Fields"
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Apr 10, 2024 - Python
Ensemble Neural Representation Networks
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Jan 5, 2022 - Jupyter Notebook
[ICMLW 2023, IEEE CISS 2024] Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy
entropy deep-learning neural-network manifold-learning mutual-information diffusion information-bottleneck information-bottleneck-theory mutual-information-neural-estimator entropy-estimation neural-representation neural-manifold icml-2023
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Aug 14, 2025 - Python
An implementation of implicit representation, Signed Distance Function (SDF) representation
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Apr 19, 2023 - Python
[ICLR 2024] Dynamic Neural Response Tuning
machine-learning deep-learning neuronal artificial-neural-network activation-function neural-representation information-aggregation neural-response iclr2024 biological-neuron information-transmission
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Nov 26, 2025 - Python
[WACV 2024] INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings
mlp sdf siren super-resolution nerf inpainting denoising inr ct-reconstruction image-representation audio-representation implicit-neural-representation neural-representation shape-representation
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Jan 16, 2025 - Jupyter Notebook
Official Code Release for [SIGGRAPH 2023] Relighting Neural Radiance Fields with Shadow and Highlight Hints
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Feb 28, 2025 - Python
An unofficial pytorch implementation of BakedSDF
computer-vision computer-graphics photogrammetry nerf 3d 3d-reconstruction neural-rendering neural-representation
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Sep 14, 2023 - Python
[ICCV 2023] Implicit Neural Representation for Cooperative Low-light Image Enhancement
iccv low-light-image multi-modal-learning low-light-image-enhancement neural-representation iccv2023
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Mar 18, 2024 - Python
Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)
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Apr 14, 2024 - Python
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