Papers
12094 papers
ICLR2025
AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies
Summary pending...
Circuit GenerationApplication of Generative ModelsElectronic Design Automation
ICLR2025
Learning Chaos In A Linear Way
Summary pending...
Dynamical systemsoperator learningchaos
ICLR2025
Provably Safeguarding a Classifier from OOD and Adversarial Samples
Summary pending...
OOD detectionAdversarial detectionExtreme Value Theory
ICLR2025
NNsight and NDIF: Democratizing Access to Open-Weight Foundation Model Internals
Summary pending...
interpretabilitysafetylarge language models
ICLR2025
On Targeted Manipulation and Deception when Optimizing LLMs for User Feedback
Summary pending...
manipulationdeceptionalignment
ICLR2025
AttriBoT: A Bag of Tricks for Efficiently Approximating Leave-One-Out Context Attribution
Summary pending...
Large Language ModelContext AttributionInterpretability
ICLR2025
MAESTRO: Masked Encoding Set Transformer with Self-Distillation
Summary pending...
self-supervisionrepresentation learningimmunology
ICLR2025
MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science
Summary pending...
multi-modal reasoningscientific reasoningphysical simulation
ICLR2025
OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data
Summary pending...
Math ReasoningSynthetic Data
ICLR2025
Consistency Models Made Easy
Summary pending...
Consistency ModelsEfficient Generative ModelsDiffusion Models
ICLR2025
State Space Models are Provably Comparable to Transformers in Dynamic Token Selection
Summary pending...
State Space ModelTransformerNonparametric regression
ICLR2025
Limits to scalable evaluation at the frontier: LLM as judge won’t beat twice the data
Summary pending...
EvaluationBenchmarkingModel-as-a-judge
ICLR2025
Beyond single neurons: population response geometry in digital twins of mouse visual cortex
Summary pending...
neurosciencerepresentation learningpopulation responses
ICLR2025
Revisiting Large-Scale Non-convex Distributionally Robust Optimization
Summary pending...
distributionally robust optimizationgeneralized smoothnessnon-convex optimization
ICLR2025
Seeing Eye to AI: Human Alignment via Gaze-Based Response Rewards for Large Language Models
Summary pending...
reward modelRLHFvisual attention
ICLR2025
Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models
Summary pending...
Large Language Modelsmemory efficient Fine-tuningZeroth order optimization
ICLR2025
Standard Gaussian Process is All You Need for High-Dimensional Bayesian Optimization
Summary pending...
Gaussian ProcessBayesian OptimizationHigh Dimensional Bayesian Optimization
ICLR2025
Nesterov acceleration in benignly non-convex landscapes
Summary pending...
Nonconvex optimizationstochastic optimizationstochastic acceleration
ICLR2025
Balancing Bias in Two-sided Markets for Fair Stable Matchings
Summary pending...
stable marriage; fairness
ICLR2025
Fugatto 1: Foundational Generative Audio Transformer Opus 1
Summary pending...
Generative ModelsAudioFoundation Models