Papers
12094 papers
ICLR2024
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge
Summary pending...
Style TransferSchrödinger Bridge ProblemAdversarial Training
ICLR2024
Large Language Model Cascades with Mixture of Thought Representations for Cost-Efficient Reasoning
Summary pending...
Large Language ModelsNatural Language ProcessingReasoning
ICLR2024
On the Effect of Batch Size in Byzantine-Robust Distributed Learning
Summary pending...
distributed learningByzantine robustnessbatch size
ICLR2024
Feature-aligned N-BEATS with Sinkhorn divergence
Summary pending...
Time series forecastingDeep learningDomain generalization
ICLR2024
Query-Policy Misalignment in Preference-Based Reinforcement Learning
Summary pending...
preference-based reinforcement learninghuman feedback efficiencyquery-policy misalignment
ICLR2024
Synergistic Patch Pruning for Vision Transformer: Unifying Intra- & Inter-Layer Patch Importance
Summary pending...
Vision TransformersModel compressionDynamic pruning
ICLR2024
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
Summary pending...
Large Language Model; Mathematical Reasoning
ICLR2024
From Graphs to Hypergraphs: Hypergraph Projection and its Reconstruction
Summary pending...
hypergraphshypergraph projectionlearning-based reconstruction
ICLR2024
Neural Active Learning Beyond Bandits
Summary pending...
Active LearningNeural Active LearningContextual Bandits
ICLR2024
Shadow Cones: A Generalized Framework for Partial Order Embeddings
Summary pending...
partial order embeddinghyperbolic spaceshadow cone
ICLR2024
Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors
Summary pending...
complex query answeringknowledge graphlink prediction
ICLR2024
Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
Summary pending...
pruningefficiencylarge language models
ICLR2024
SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning
Summary pending...
Generalized Category DiscoveryNovel Category Discovery
ICLR2024
FITS: Modeling Time Series with $10k$ Parameters
Summary pending...
Time series analysisTime series forecastingComplex-valued neural network
ICLR2024
LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks
Summary pending...
Tracking defencespatial-temporal implicit representationlanguange-image model
ICLR2024
DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning
Summary pending...
Large Language ModelsIn-context LearningRe-ranking
ICLR2024
Boosting the Adversarial Robustness of Graph Neural Networks: An OOD Perspective
Summary pending...
Graph Neural NetworksAdversarial RobustnessData Distribution
ICLR2024
DistillSpec: Improving Speculative Decoding via Knowledge Distillation
Summary pending...
large language modelknowledge distillationspeculative decoding
ICLR2024
Coeditor: Leveraging Repo-level Diffs for Code Auto-editing
Summary pending...
language model for codeeditingrefactoring
ICLR2024
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions
Summary pending...
Instruction FollowingLanguage ModelDecoding