📄 ML Papers - linbolin1230 · Scour

A Bifurcation Theory Framework for Gradient Descent on the Edge of Stability

🌐Distributed Systems Academic

Domain Generalizable Adaptation of 3D Vision-Language Models via Regularized Fine-Tuning

💬LLMs Academic

Controlled Dynamics Attractor Transformer

🔬AI Research Academic

Architectural Bias in Face Presentation Attack Detection: A Comparative Study of Vision Transformers and Convolutional Neural Networks

🔢Vector DBs Academic

Numbers Already Carry Their Own Embeddings

🔬AI Research Academic

Colab NAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razor

🔧MLOps Academic

Searching for Synergy in Shared Workspace Human-AI Collaboration

🔬AI Research Academic

Task-Restricted Symmetries in Recurrent Weight Space

🔬AI Research Academic

Zero-shot generalization of transformer neural operators to larger domains

🔢Vector DBs Academic

KeepLoRA++: Continual Learning with Layer-Scaled Residual Gradient Adaptation

🔧MLOps Academic

Semantic Robustness Certification for Vision-Language Models

🔬AI Research Academic

A Hybrid Optimization Framework for Grasp Synthesis under Partial Observations

💬LLMs Academic

Poker Arena: Multi-Axis Profiling of Strategic Reasoning and Memory in LLMs

🔬AI Research Academic

Robust and Interpretable Adaptation of Equivariant Materials Foundation Models via Sparsity-promoting Fine-tuning

🔬AI Research Academic

Gaussian Light Field Splatting: A Physical Prior-Driven Vision Transformer for Unsupervised Low-Light Image Enhancement

🔬AI Research Academic

Closing the Loop: PID Feedback Control for Interpretable Activation Steering in Symbolic Music Generation

🔬AI Research Academic

An Encoder-Transformer Architecture for Recognition of the Jordan Structure of a Matrix

🔢Vector DBs Academic

Evaluating Pluralism in LLMs through Latent Perspectives

🔬AI Research Academic

Steerable Cultural Preference Optimization of Reward Models

🔬AI Research Academic

Monotonic Kolmogorov-Arnold Networks: A Theoretical and Empirical Study of Monotonicity as an Inductive Bias

🔬AI Research Academic

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