Papers
12094 papers
ICLR2025
Point-based Instance Completion with Scene Constraints
Summary pending...
instance scene completionpoint cloud completion
ICLR2025
Provable unlearning in topic modeling and downstream tasks
Summary pending...
Machine unlearningtopic modelslanguage models
ICLR2025
NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative
Summary pending...
Video CaptioningVideo NarrativeVideo Storytelling
ICLR2025
Forte : Finding Outliers with Representation Typicality Estimation
Summary pending...
Generative ModelsOut-of-Distribution Detection (OOD)
ICLR2025
Functional Homotopy: Smoothing Discrete Optimization via Continuous Parameters for LLM Jailbreak Attacks
Summary pending...
alignmentoptimization
ICLR2025
Improving Instruction-Following in Language Models through Activation Steering
Summary pending...
InterpretabilityMechanistic InterpretabilityInstruction-following
ICLR2025
MuPT: A Generative Symbolic Music Pretrained Transformer
Summary pending...
Pretrained TransformerSMT-ABC NotationSMS Law
ICLR2025
Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling, and Zero-Shot Transfer
Summary pending...
Geometric Graph Neural NetworksSelf-supervised Pre-trainingScaling
ICLR2025
nGPT: Normalized Transformer with Representation Learning on the Hypersphere
Summary pending...
transformernormalizationrepresentation
ICLR2025
X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale
Summary pending...
Large Language ModelMachine TranslationMultilingual
ICLR2025
Faster Diffusion Sampling with Randomized Midpoints: Sequential and Parallel
Summary pending...
Diffusion SamplingGenerative ModelStatistical Theory
ICLR2025
MoLEx: Mixture of Layer Experts for Fine-tuning with Sparse Upcycling
Summary pending...
Parameter efficient fine-tuningmixture of expertssparse upcycling
ICLR2025
Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF
Summary pending...
Learning theoryReinforcement learning theorySample-efficient reinforcement learning
ICLR2025
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
Summary pending...
retrieved augmented generationRAGLLMs
ICLR2025
Preble: Efficient Distributed Prompt Scheduling for LLM Serving
Summary pending...
LLM prefix cachingLLM servingDistributed systems for ML
ICLR2025
Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning
Summary pending...
Key-Value cacheContextual reasoningEfficiency inference
ICLR2025
Geometry of Neural Reinforcement Learning in Continuous State and Action Spaces
Summary pending...
reinforcement learningdeep learninggeometry
ICLR2025
Certifying Counterfactual Bias in LLMs
Summary pending...
Large Language ModelsBiasCertification
ICLR2025
Multilevel Generative Samplers for Investigating Critical Phenomena
Summary pending...
Generative modelsMultilevel samplingCriticality
ICLR2025
LeanAgent: Lifelong Learning for Formal Theorem Proving
Summary pending...
Theorem ProvingFormal Theorem ProvingNeural Theorem Proving