| Dec 19, 2023 | Investigating Vision Transformer-Based Models for Closure Modeling of Fluid Dynamical Systems |
| Dec 12, 2023 | Are Watermarked Large Language Models More Prone to Hallucinations? |
| Dec 12, 2023 | Predicting the Future: LSTM vs Transformers for Time Series Modeling |
| Dec 12, 2023 | Studying the benefits and limitations of sparse auto-encoders for compositional reasoning tasks |
| Dec 12, 2023 | Solvent Encoding for solubility prediction using GNN |
| Dec 12, 2023 | 6.s898 Final Project- Investigating the biological underpinnings of latent embeddings for scRNA-seq |
| Dec 12, 2023 | Forbidden Facts |
| Dec 12, 2023 | Modeling Elephantfish Communication through Deep RNNs |
| Dec 12, 2023 | Exploring Image-Supervised Contrastive Diffusion - A Comparative Analysis with Applications in Image-to-Video Generation |
| Dec 12, 2023 | Combining Modalities for Better Molecular Representation Learning |
| Dec 12, 2023 | Exploring Frobenius and Spectral Normalization in MLPs and Residual networks |
| Dec 12, 2023 | Iterated Representation Learning |
| Dec 12, 2023 | A Method for Alleviating Catastrophic Forgetting With Explainability |
| Dec 12, 2023 | Graph Articulated Objects |
| Dec 12, 2023 | Physics Loss |
| Dec 12, 2023 | Diffusion Models on Low-Brightness Images |
| Dec 12, 2023 | Semi-Supervised Domain Adaptation using Diffusion Models |
| Dec 12, 2023 | The Effect of Activation Functions On Superposition in Toy Models |
| Dec 12, 2023 | Stable Diffusion for Oracle Bone Script |
| Dec 12, 2023 | Gradient-Boosted Neural Wavlet Interpolation for Time Series (G-BiTS) |
| Dec 12, 2023 | Challenges in Deep Learning Surrogates for Constrained Linear Optimization |
| Dec 12, 2023 | Activation Patching in Vision Transformers |
| Dec 12, 2023 | Transformer-Based Approaches for Hyperspectral Imagery in Remote Sensing |
| Dec 12, 2023 | Learning Generals.io |
| Dec 12, 2023 | A Comparative Study of transformer on long sequence time series data |
| Dec 12, 2023 | Transfer Resistant Model Training |
| Dec 12, 2023 | Sparse Autoencoders for a More Interpretable RLHF |
| Dec 12, 2023 | Using Synthetic Data to Minimize Real Data Requirements |
| Dec 12, 2023 | Applications of Deep Learning in Timbre Transfer |
| Dec 12, 2023 | The Effect of Activation Functions On Superposition in Toy Models |
| Dec 12, 2023 | Training Robust Networks |
| Dec 12, 2023 | Imposing uniformity through Poisson flow models |
| Dec 12, 2023 | 6-DOF estimation through visual place recognition |
| Dec 12, 2023 | Tracing the Seeds of Conflict: Advanced Semantic Parsing Techniques for Causality Detection in News Texts |
| Dec 12, 2023 | To Encode or Not To Encode: The Case for the Encoder-free Autodecoder Architecture |
| Dec 12, 2023 | New Synthesis Approach for Personalized LLMS |
| Dec 12, 2023 | Augmenting Expert Domain Image Inputs for Enhancing Visual Language Models Performance |
| Dec 12, 2023 | Embeddings for Spatio-temporal Forecasting |
| Dec 12, 2023 | In the pursuit of cheap and robust word embeddings |
| Dec 12, 2023 | Leveraging Representation Engineering For LLM’s In-Context-Learning |
| Dec 12, 2023 | Reasoning with Maps: Assessing Spatial Comprehension on Maps in Pre-trained Models |
| Dec 12, 2023 | Autoen-chorder: Predicting Musical Success With Neural Nets |
| Dec 12, 2023 | Ensemble Learning for Mitigating Double Descent |
| Dec 12, 2023 | Injecting Node Information via Embedding Initializations |
| Dec 11, 2023 | Overparameterization of Neural Networks through Kernel Regression and Gaussian Processes |
| Dec 11, 2023 | Exploring Methods for Generating Music |
| Dec 11, 2023 | Can Constrastive Learning Recommend Me a Movie? |
| Dec 11, 2023 | Improving CLIP Spatial Awareness Using Hard Negative Mining |
| Dec 11, 2023 | Multimodal Commonsense |
| Dec 11, 2023 | Exploring Univariate Time Series Anomaly Detection using VAE's |
| Dec 11, 2023 | Graph Transformers |
| Dec 11, 2023 | Learning a Lifted Linearization for Switched Dynamical Systems |
| Dec 10, 2023 | Sparse Autoencoder Universality - Under What Conditions are Learned Features Consistent? |
| Dec 10, 2023 | Optimizations of Transformers for Small-scale Performance |
| Dec 10, 2023 | Guided Transfer Learning and Learning How to Learn: When Is It Useful? |
| Dec 9, 2023 | Alive Scene |
| Dec 5, 2023 | Projected fast feedforward networks |
| Dec 1, 2023 | Understanding Linear Mode Connectivity |
| Dec 1, 2023 | Transformers vs. RNNs: How do findings from real-world datasets relate to the theory? |
| Dec 1, 2023 | Exploring the latent space of text-to-image diffusion models |
| Nov 16, 2023 | Accelerating large model inference with speculative decoding - 6.s898 |
| Nov 11, 2023 | Unraveling Social Reasoning in LLMs: A Deep Dive into the Social IQA Benchmark |
| Nov 11, 2023 | Comparing data augmentation using VAEs and denoising-VAEs for limited noisy datasets |
| Nov 10, 2023 | Emoji3Vec |
| Nov 10, 2023 | Modeling Human Speech Recognition with Different Network Architectures |
| Nov 9, 2023 | Analytic, Empirical, and Monte Carlo Bayesian Methods for Uncertainty Estimation |
| Nov 9, 2023 | Understanding LLM Attention on Useless Numbers in Word Problems (and this Title has 8 Es) |
| Nov 9, 2023 | Cross-Lingual Fine-Tuning for Multilingual Text Embeddings |
| Nov 9, 2023 | Learning Interpretable Features with Sparse Auto-Encoders |
| Nov 9, 2023 | How does model size impact catastrophic forgetting in online continual learning? |
| Nov 9, 2023 | VGAE Clustering of the Fruit Fly Connectome |
| Nov 9, 2023 | Robust Image to Video Generation Using Contrastive Diffusion Over Latents |
| Nov 9, 2023 | Adaptive Controller with Neural Net Equations of Motion for High-DOF Robots |
| Nov 9, 2023 | Robustness of self-supervised ViT features in b-mode images |
| Nov 9, 2023 | Investigating the Impact of Symmetric Optimization Algorithms on Learnability |
| Nov 9, 2023 | Can CNN learn shapes? |
| Nov 8, 2023 | Quantum Circuit Optimization with Graph Neural Nets |
| Nov 8, 2023 | Structural vs Data Inductive Bias |
| Nov 8, 2023 | From Scroll to Misbelief - Modeling the Unobservable Susceptibility to Misinformation on Social Media |
| Nov 8, 2023 | Examining assumptions in scRNA-seq foundation model pre-training (6.S898 Final Project) |
| Nov 8, 2023 | Increasing Context Length For Transformers |
| Nov 8, 2023 | Zero-Shot Machine-Generated Image Detection using Sinks of Gradient Flows |
| Nov 8, 2023 | Denoising EMG signals |
| Nov 8, 2023 | A Deeper Look into Equivariance for Materials Data |
| Nov 7, 2023 | Prompt to Prompt |
| Nov 7, 2023 | Understanding Bias in Speech to Text Language Models |
| Nov 6, 2023 | Regularization Techniques for Attention Layers in Transformer Models |
| Nov 5, 2023 | Neural PDEs for learning local dynamics and longer temporal rollouts |
| Nov 1, 2023 | Graph neural networks v.s. transformers for geometric graphs |